PK[LٙcSMPyBandits/LICENSE]RK0WR mU՛I  K9W!FS3VBA3.[ [YBbj; 3 挅2saV/>;ua=JZZr1>^"c.9A M`OPpx UW==?C5b[qoՠ ԦBm1: \lcN'[>8u  ꞼzH+rщq4=Ri=edZmƐ#KѓCGw tU%V]GXz D<T\0os"[{r=HD 2v%`iyl <=OF_Ebr'R`NadΥyA %EA`[C,[2%uCU)];g@aSHb3P@.l(i.c_uw1}O\?Рupj욚 ]23je ʔPҟ@)s[6O6ҒEa%rh[Ohmg=|zڨ"L[\)`ͭgzjV5BdC,% 'VF6M؃MEdї14a_w/ͭϞl>{΁P qP@ *&9CqصtC< Z\We>aR+{cbܤ ,GsYN'y]!gOU1 EJ"I~nOʬxT28B tbmS3Wa&6{=8zǮI!p j,2 <D[P IVo{sBJ'D`=>v}bLڧjo91E;r YV~<! >LE!Lu.^"O"9Q@n8IBRsqq+._1#zd0:TyYcWٺJ5}q*o .%ͼ !PE@0aDžaL91d:N  .O\JI m'xKNekK?v1j"=}xH^Z}T鞷Ѯ~=[M0. b6'uǹIjs# ɺ x'736r*u( J﫺?_/j>M`)l ۞J=ZjggmM'c6dqr𠆌j $] I`Cm~ }cOmq␙3ΨJw:M$ 4aCX'hKqEOem SF(sL~+ "w`l -PlU)6DB5Y{YAϩXhv|fޕ6|<)On?'Of`ـጶ P>E= }=Rdr6rU>tIѶ# %u?9+~r#vO;T^&jKud*`+ k008Ԋ+*6eL)оVЪC`̸!4ӹ$e#BPQ2z@a h^ƿQ׋r9)#8p!DƧxc[qzr~yY(01Ƃ\- (P!'`@P^СhKD_ sӈ l󅨦%ekZRC6X?򇛥S* `&RzL%Z$JUۮwq5;DNkwU 5 \B\RDbDZPut9 \Δ:u'6%:.Wl\nzV+UMCU>R[Pib'k=ǔ%}l+r@SyБPwz+&,\L6ý@ǫ{2Y7K>9{j=PB-w +3>~>'VVD`]#|Lݑ}1쇨hVbYذLZx%VE2 Zl)ZPê0FqvCUUMa=wrY}aI6Ӧ  e6V'˹KWҎ!޾C}/ wziC@HOaZA޹Zl̄:\sMY@" S0&rhO\jgI@BoQs#Ѡ}TpyF =H "˫=}8u&GC@U,ZC z[OȢ]x)8ko8w֭RZceXy,#8[Ҍ$hv&ΒtEJ{ĄI1t@g¹3 H!* ,;S^. ipQ >¶4lS 3؞|*R]W5-9{,1y*c5 H,1vr2FF 0̈́P0F{ӣ5CP1(O2YyHԀN,s8VP^*!&>QM,r8_[\J"')njSSmUZR)v,SHnm0i)jۇ͇*0-ЗW4vkܲʳKnoVS=-0rnE-U" dƇ&Mr*=Utbč6L'Ykpd&fկzOFnux햲TqBȈHSu%7*}۩G%10*&c괹hnD}S4E{Ծ[qv~Ńg)et^+%YFkt$!2[ GHڊ=Fp7@(,{X(JeWČg@p9(r}ɓ.kPq"C{lqk\dPj~V$=WγL/أ6z&_nEfݩ1]`l޳b""iHPhT}͡Tmwp~vxBihDcmH CWiNUХT ]wWw͆-z(jإPÈ6$&]9OKdlh*tҫΎ1wyLJk̄$)PqΒ\ a;g@}}\jR9ݐ`{|ݷW W =g{ O>_[NDiC{J: 2N.@ ]UY?9 F͙qU\]]4<́жpmm5ֽK]WIv5Q2+r&?πaQ϶{ ˨4{{<!xWѸo&Z!S8hiL mWm_Je;fTѫޜGfhv[Cq;˿ Iϙ[.r/f߇c2B8ŀAD"#a N&vyPId>2'ޣOom=%ETTڛ]S.DPRJZ\ev97\v h^2 E,qy;V.3gR&|soסpnyK%' kPKխiM$qP9,SMPyBandits/__init__.pyQN0+V!Pz@R%>2ӮHzIZZAEۛ3;;5gH3K-NT rW mH9}'*It5֙@D [ fc0 Q6((T6Ұ l'݂g$8)|p~`)i"Q85 $;˞D)nz!Iu؇ 0_E,ߡ=SٯzadvJ N|EB 6qr."_Lg@bhpASiPd>% w 53L 0*A8:SiL8'0i/pt,K " szy4T  4 |^#s !~31v ByY2Mb2zޥ?a16.(,`]Nb] (a76|_\28^DpG js!Ư"赇}4ãp<#5Gv0@phg&'y $#Y'] i <H/̣,yKdȍ2a0qd= 8,% K_'3mK h쯢&jaf8 8\/`_k%0l  d`v<&>jΌUPLa<Q]r>n '0D@gH gR`g1@ݝ Dޑ]uX \ruÈq$sN>v2+3PE] x#8k1`Kmgǝݽ\z0< o\GBX T2LJ/%x@UiTl.4ixt ;Y Bl.}bR`QZ~@Xv%'B䷻;0PѲG<)pG0B.V.䲐Zu4kXFaoSyrkdAsx=R|D|" $OKe* %Cq Ieq@~(r*G+Kfa"<2.xry6/,י1P{yrȼs&|Y<{ taT̂۰ \’ꄗ0 Ra Zim u `/0JYH܀J;QaTҔ!6R㈞܌R5Q'KX*M?žJ h榈B-Q2NiI3 X=#PRyJ"m4e}׭:zyuϓ_3]@POWK2C̈{~Iҍ4t^=),pNڴڗ+4p9#.&p80o}nzdž9=T0qQjK-)!̬۹G,; ɟx虌l RLDnY"0yd^]wc__XOtPi;L04l:hqH30*XA,X  ؉$'yX (Znĵ_om7qd. g0wP %^YPU@ȬTu3=^X+,h>2Q/Ur'b/;.Tׯ(exUG{t}eeH5b Kd8s. yv (mYI8YUvTy|3;^(:۠,_50CX $^c=;JQdh) ؑ?NERgcPV.ijv}(.-NU]gT n9kr"4[@mXOq)#FlT7o4l@] <|+q"L?(˄KYp?#1:βxH$H9jlhZI6%ϥ|U6x>< dHc0m_ z%H6]XgkOrAG϶y xN8h7+Fy%FS"F#WDuvZs h'ފIw$$2,1Z4Q:gd-d#\;ybX--e5чl봞q}}۳gS#Y֞e'CThUڣM3ctUMA`T2qT@#$iE vuZ=`EmIvhN0H8zp0"}^|D0Q1=X@[lt< C2 86Ip%x ~B9e|0 :mf#JAVSZj`Q?`QR*a\0I,c}H0M}Oɔ gP~X}mO߿ `5XJ*'2{v8.09}R)f <*<| bޥuv}P:hQ6a#|`B'[Lc0i3T`iHԜIZC)CϲӜ!R?5aj Ux }CCI;IG_L o+B=2 Ζ&L'b7SRE):Xeq-2 G*?!>9D,k^Î\2uMခtfppj|LO=r !k@aKknM4ADk. 6FKF' 8(zMlQY2b*(zWT (_KgN˦( \D(\3/WXp*0ˆҵ2$9;i 8h=t S[¢kL  !sƬ9{unxD],m6M#?z~|$?f9vlMqUKq&x~uB{?7%Lr=l`a4Ĩb҃[ 5(( L=ݨ^>~Xq ޮ;'AtA)x#}Sl PGcblOѰt'z2l3!l̕Z>cO gftܶT:Ɂ3Vڻ 8r=3a~x5C"x3Sk詘, }E[v<&M0na:V9 0hw\E)XlN}Kl?pN9-(O kRd6I|m;"Kx2u 4 :Fމʇrܫ=@|E18÷&_vyq^0a4RyKw8xnrCӈf![산QnzHa^"pe_}(yf9tq@q;V襭:KMIqL]g.\>RG ĩC&/Osι=?'2ޑ1,$h\"' {*!(6 .:^5p0./ϥڬ[(/ϼA$ZX^L '+VӇs E t0/m ~6]q`!}benr%j4HPȒ@/NoS~ \1u~Y ޓLU-Ez A]Ph_ DbD1d@>EV -]]@ kבG*nOʶuD)ߪsZw, .vu4xdz҂'5K6 dmN4]j[Ձ[sl֪'ڇUd 3+8Z4 B$ H95PFRul>NRQʕ:U(`n*pNzs@sAuI a4 Wk;Y 8fJAѓ듖&)Xаs\@Is&=ʰYK6D8l }rUsr&WPO*\ـm$mmاgTՒg:1QUeZbSI0È@wQ! aaloAvY{#-Ĩ6QûGhbKqdcbq9[miiyjX⇵0~-vOZxY''d=f)KoA~%|0m|NY#+={1]̕>r=7o|R흒P#cmgLnƛxzeǚ9& -mu\&'*3o$򜈛][2ϱN*mazVaJ.3VjqL~N8@y vm}7Wz1I_Pb5啙鞮PdBzJ|> 3EP5ےZ*Gd=:46]o yea0B52&h1YɄ `ϻz0|",{M2~Hm '1*%J/Z' }9RR[j{7K=(՚x +;=+gP.R'~ߧ{VdT}딊ZYx)MT/P弌`&)G) ecmh&K m+Gl ̞zE|YkįMTrR9nz8ZQFob7eeEQꀟ5?w y-$(=p %A\`E ~Lm| v >;BX5?w ` Il5cu8 4bl4bU&Sx$cHJ3}U󈟢aߎ{x9O?NԿCE-R~+gd 鮙r6ה\l2a:3Wékԥr* .*swVR1RuZ`7 pmK;DzJry7mW5=P{O=^C]t_bPBdN8 `grB].nDt~kl}aΞOz,OIf.y'0KsG"Fb"tLL<A}.@g T Àڷ?a 梑N_9ƑuDk0lOꈞ,QlIk?@F[ݰԗG;cHt %Si!SAU驚JF*էyw>&G<'^A&Wڵ¯TlWyՁtU}7d-sF3ws=iAұW}Ξk1[K?+u:Xp#QTy|Lq1s:GlAq dS:h@71fGfycQ'=q4l['rok_a]3ALPs?ب2/5Z;IvAaYPSc4lQ8_T茶=4Kgy1μ㌃f\}H-o Fۅӫ!2Շ| FUyCips` E c!KC`h$mNcU#.k\xD-12s5q.yO7OWlFo0L4[ry- ~ZP"rzb =K)4#X|E9şFe^1Rq_1dJahLrxsd' J6Xݓl&xUZհ?eveB_ѵЎ̵˿]ڨ0ΒJN\)E2 þz>;|/(X3#j"P ҵ tuhHvXҐScXs yDCO&gO>^eЧp~}|$CW&qG)r_%Jiw+,pOxGVlQtߕW馚d.-zpLoJԦl-9B?jC̈F:ز`viTHd'2\}jwT`K%LJ9[&[\M9Sk =MI,f \ R;[fA0`NGr3zVtK%8Y*V*7OEQN0G lYp&$ϰxWRR_=zX{v|W@_@&f[7,.Ԭj%uVy×C׸>LAMm\Qܸ|iN=k$ʞWjtj6]ʣV2@I3bI5&i&d]Q3Ǐ>#*:9 Jf&r9o1øFc jƞ ΦFchoV0]Y1 s9@e#H5}u*{Q6*++³}q{LF}νag+7Ya!O5HD1p'N@%zyrmD9`NT :d݁i9|CCCY>- ԑlk 2ON/I`m`>gk —/rhXѨ`WAwڬ!Ee;$2Tw|63 ҂}zVpj̵m~<=?_'lGaE> 1sR`;wbY6|_a UL:n`JcE6Juo[ڷvSLm*ӫ)T Q# ]eZw=^^4z| $Rf,&~pv7mB d~]0?;^g 6t66=m9MtG|. ^13" ,\+=c$aL7JlgLmeUMtD2%7Iupju;GG#hi >t恐Gavʅ7I&UU H.[o_TĂ> $bk06&p$dR9P,Ǎj[ Irbt @@HXm m>sW ܃DZkgH:q\+jrd9tV*okQ+m䨾  !bwB|͊JJS$C@8W;'FG]Q8-uwY?¿XNCJj3AI@?zbF06&=;ˁJKvv[z#x - +GwQi=<3λOFB Ǿ/cBYN'3p@rԵ "c 4H"Ҥр'!H`C1z.=%\@ƎGBlY8NI6$J8T+ݳ&FV3>G jyKU8|[klD­TV"%YL%x)-nd<6@s)jMR-CEˋt߶G)$;Nu!߂tbf7 Is H3{SL>`Vta'@T׬hrא֐ ։m-lEޤ_ؿ}{1 UվxkOM@7ڍΠ HIz[[`&Nޅutr'Kdb;H `*Km*)gbgw OA3|Cd8th_&H )ieP67zQA#?łgI;{i;CޛOa\&&&/`݇&,ô+L[]ߴ%Վ?uogo~#Zj h:ؿ=IzM8h e"?ej%lTٰ72tOha[{=0~vNºJG5t!t9}PS}Jzq݌A:Dd`F! !gN9ՖI5;8)'cNS&LJ"rƜjړX{Xd5Y9:=~W4Gc &C9>;:< r7T.!UQq,{/O?,t>&l;mIX (q4d "$4DԻ" ~*J=\eD군ȑXߢm+@خs7^r\oa>9QU=m o;Gj5*2t4d`!A4`,aT9%B'a Zzx~zr=0:w{z$vs2%ڔ`j$&8T%$ .:tD*Y"jzZf=PolYթd-%P=rr2VǣPA;st]L]}eF s]> OheN_kV0or96B,* P/SeA&NC8Q%Mm7uZY}FR%E@"eSnEt]nB&QDۡAvu]Xݾj44**m#24mTP*0,u•U 4/Oܠ1{R6Ӷ xh&n]w@$4v8DMדHbFwd?S(v:FTŀppTh4|#v Qz87T$ bJ|Y8 +V)z:D"\{WdGOFI6bB2AOg0}i5JآW0.F8mtbGGuD Q^pjwmhd(I elhdc$ 4@wAޛS=a.ԿӼ)踐4UX7Sɓ$uJ(j^E4TZj&. W:jD̝aI(Ȥ Q[TEDv;bv2#Jd1{XȚ0>jt-4ׯMpfnnx~.?۩[ɟdK*-05ѡus=+X9+`P3!r=]d4gw[91^>Naph>$ٓ] iăR%#nl/0 P)f[e~Ƈvk U[o#ټd!U/!1ڈl%V$6"#'ܘAw-)OD=]IݷD:@ 6vF%Tli+8]cAJ*NRKe5H2^% [Lr?Q1kHv@YiUULws1){YOP?.K3;Ƭ^J]R;4ׇ^:ʯK$9ئeHVSRJZCIQ҉lF*n^cj\朌.MĊffS9ίo$Ʉ4jrTv$dc6x<- bƺ8OB^6Q>7:_ c?mJǿzk܉!g$~j:jT]Xc#ncCQ\#ncCYXіml׈h6hmdokmdۅ5qMƻt<~mY}K;Ҧ5%jKTl3훖NyTZlL:~VsY IW Q Fz]FUGcTv\T~WImyNwV䪘q%_{,=gqO?z 7{{ IHT~pNg7l!~\a$Q&Q݅uƝ!dSGy җ"Bd#zVWai^)aq6φn+K7 ;ܦ!,UNji# VhmoJۀ) nS(Y\X3D+z6CpoJ 5p[Y. nmVg %w ?ff{{,~lԷRzl7KQJn7KHpl,5Zs[ڑ<}|5Dc_M r,W{ «{9[9955'k֜糢$L6: ; =?l.-gK;VD3 V-w2- ԃW[KOm'g\fpo_ZqpnF NSP7P#sjT<:u+>泈SNi0Nb&I78) q*ca6̖|$i*f7.aHFOF+'TDir9Mv3+/!L܉oOa& HE$AYAP=B&9nU+=EFyU:Y)ݺ@ Lk`#B)MȈCq7Cg͗7䯮T#=* LdiEk1;~q#Q/ۇY1bqv,? }-;qjbq#B(ذ9_jƢsi7Rz4eA*9#qL@ .j#[4ƥO@]ďӍꩼ=gLmZIihlyb0pL"[RA|.+([ ,d~\_=zNQZM xÈ 9 _|Kc4Iԡ3%G aqvz>xЖ05˂R]b}jZczm.ZL;KZ ^EWs3WJˑ \4G2<ȡpD5\A1q6d[x>P8|#F^ /l-q)e~D(ǐi6( uOFVG+I}@9L쩔*?G߾iʢ\tYSmSc+c5\]:/&%Z&}?䛅qLQ}1`Hah5bjn88*yq0 A^RˡK77^5{}Β8 ([3 G~ N h\q;$w!~9$Xsϵ?G@=?F9>ͥ1i4GςI$}7P¾04O^Pқm g(|]5G#3n-Ĉ"tt`,d E(wg=:V=+j '+^| 2yuT(Ӝ=eglDzL&˸4Z2V/ ٻ5mD\=X:mDa!$PL!,:z?)`~z^M>lЅK28bID!k̷-|;z>S!{~|~ }6y{`ss*ۑKicY@Q?f5q>~ q<D3tBs!okNtU^ԓ9:^CNE f{~C4iÒ) ,쐮Պ'&(?}U=,s=@w߱lxk$ʓ7iMs<3t4Uݱz$mɭ3sp~KPZ6766^m!zO?! A ͟ BV!i-`OCfyt~GL>.J9OEPD~\gac?"{+CY,*Oww+x۩4y59ewm1;O0&yNOtkB'gVC MW%{מo>`<;[ Qn_7w=82AktGlT%9_F@'Fse>5$VMi}oZ9}X+] n";:\vBxi;'Pi#7FN'bA!ihaὙMt&fb78:s9Vzr&tMRوl:k py ,:^1w7]ͯ"B5Yr.@J?LZt\[1ݜV0-*a.Q-tŁ3i0M Hur=мŐ eAv֞*.Q>!B[ v{$ĸ[|2 lsorGԖgKI科p]4}bgkFo9qL9ʅy 0mnEXdg]45pD4vaM]hHG?P_d@k@S</vY򡍀^``Y Ifzxn~k1=kt{0uNȋnˆj?Aϊq/Q:稘c<3lmH0؄U޺JLOæ|PvcLVVG->GYs!n]isrXH"}sImqX`8 ̠T`0ATޟlDj|/„S>"Az?Miݘ;=p+݄a[wx_CTZ啎p6" T%'KQO-aFjBES*iZet[3_owfHj/ 2_rp3Z2Ϳ ^RI#Ih_gGݞ88;BoObT0ٷdDNZM1~݃Cհ_Zi):IhC7ėlWa?'"ĻIu\SIr4Xxrbɋ]yZ`o:SA=tjhA. '`ผ{3Zps ryC ك)=8$?>_hf$1!F.\p"-ޑ" &*"d!}]wjo%ǀjd@H<𵼋i$*2`'sԓ%UͿ?'F3[X[P#{4yD9:Kh0gRRħ3xti.6TrǪPTc8!$RxBPCS#R8U ?EŔL)8]>nc =\PPɛ…7+ ^|O{#>^`.f6Jj)j{ J5S*\DtTj)0IUxrYVlIOdqc|5|tWV8#$+DiKcPkS|Sp2E|"ó c_?bȑkgӶ),3W^m7S|G6.h)ҰӴZ }QP%LAytsFgKB}t.I0]d5EzEʜ/wLYht~l^zhT7GE{i@a|PݯRUT;[.._3 G9 Znp %Ws ╮ xfItIHԄގAr=ܙ&~ϯ-VQyfqx s5'[+niaѵ68U:n%ZF vL irivɕ&ygek['Ppx/?ETG^]I]ܬH}d7$kUJ֪(q V?n$;6x7?Ir5Uƥz"uFK*rjiWU/] v΀WA)j#B@uUQX6J%Uзn5A.|-z5"_<Qq A`ltٝBKvU [~ĔQRD ̑Me!]0|ІhT~ͅf cg@Xr$r-^Au('3<ڃ%!ӛeJnSS7E!!YS>c׃_Q}  ۤ5- deAz2),sѹ [DZQݴSD g@kNd|});J+{ͪ-'XjO.zZiW geW@|@;;v'xz2۪~>%]uD=:, M@#bdv١4"П ѱqvn3pFxs;7WeYeUBi]XitG+}}Q 9w]}І[6 Dl\¸%A|:<]M.껯PirU =|\ u;^:>i}{i2&Ysr"mz1+mC)"z{@AL^G!~ !Dd":U RS$DI2+-7>A#Q39u*%Y%0QၟuoҚzm<|BRV0@$E;#**TJ6rHҬv~EW!juȺO1s `Q3!k$*2"a&(s^x2 CVTs?;q''&CcQc+o>97m r)iV@ ]yo$i~,kZQm^Ș'9zCVrlYEKK^]`<^m5"+BVfjuVB$.^ǮgLKIޫ8_E:X YW3B-φL /'=|ˌӡd^sIk<,5q^??lYwT!E֠X*$.,pmj¯fԔ4B^wW2\wJ:=>@82[hΎG_gClj J1[3t"?^NKR#h࡞8:@Zu~M՜h!j\!?5D䖓/nԝ{SPܡu3+VB~,aL[%*J,cpXW*sgmǀWz;!'EL(<}PֱD6 %A6,5F PKSn7M#g i-SMPyBandits/configuration_all_singleplayer.py=sȓ+&q?6YWyM_*'rQ 0kNl*uhH'Gʠw<l(6JZP"밡pY ȢWA]{,,c}60$CߵY7!3W:|P  b7p (<}apRzF%>@9f xk8T+,mVTX<`9!;C4O|wEz7rB zW]v#vgrlc0BvN;G3`[)37P$xȝ F1^6- kφ*ñX0`lzmW]Ɵ ś>laRP,xTff{ɟEXAIK3E8X#fk*k~Qq_ K8Ofr0hAWY@F^y$U >\ߞ;.,/*e>gQ~σ+U`b{ 03kRmVRj:LMM[, l0fs, U&2Wz}}u&8ʡQ=P69ZCWG!mhގp E#MҊ0%(mu褞k)ނ)[` Tg.rڢlSBU܀l!r u#ssBlW?1OJnEm! ;wZnsv!G tsԾ=o_vdCS> &7{#2jB\ I}-c7m&PV;lZW^%]GT,ٙS'~ĝjXT̖w@7Csа="g/o.λg$ <,`UO@a:{W_}{u~u:#Pp ( Ҧ`B'~$lg ճ"ѷʄþ[O^!PS*ljNɃtN!Ly(mh-$VI N}Fa,v*9x&c?@z ١U:MQ5J *Oۂmx\= -#o3V\}:\u{'?;w=*ЌU١ߞd&AQ H]w۹oSyh_$ek!z7 s9,1Z:F,F*Ua(Qa׵W9, VS^`ߑеJSu,9*Af7oT@tzl8cՀrځWZWN} ͒ Aq*)Ӱܠ`0 I XGTZTWiYc9ɚuq(xDY J\##t/%LǕD!yq' uPP&UAU=Q:`/CN|0Fkc34Qm::W1G/[Ii6jz"@$>Axpk 5CZmboZo7׉Tꍃ𪔶E uH2(,Nȅ/`sN)>QԞ%N=q |`(UAŃ$c0|dm5eZ@{,?zg=T0KLvkNcqiיɭ8n5Sk5/I^0-q<&Z #O$ ,Cuq<^l仑\Lk`)= id9v=I񛷉T[!.ܐRw';bHC E0p}C6eO8&[$`}bԟCOK{<?ƟO?هz 8HGy օjz*#/Œ[IEA`$ZM6zOM0&>|8ǓIH#Ɖ]mx@h4 2@rZ 0[Jj,h*},c^EF!kWkKOXBՠ?zکͣ:O96E&}6dl-ʖeQ>* ϒ,`~e):U/=4$;,@}W4-F.GUe+ ;Qx[N# I}p\Yݩt3w=hyUg[Iw.)Ή甧h23tZqP0pM7`E"e[zF7=H\m!ɹ> }9JZ.6DwLO@~X_g#тZXhQ9jEaG,I^pKϢs7$n/?K:EPlߪrllrhMoM@όt!M #6LqǔŦڞϐ|C0 p95]zuڣ^O1Uj!K-7rro'ܥ^wY(uq˒r0](D+d'r8qr7.-y3"ԺT6@cՆ 9hwFDPBxI]lMdYc m߮ݢjs=Z'U\"`Qf/t#ѥyg}7 NXW0ЉHSuKs\xV5uRUZ>ATW^sclG۠5LLc4~)LZ8tzAXzA ƛf7 ƥn͊9Q[&+۵'amxi'jWF]`Zg%gFg9?Η֣d.&)<+j,M`X(|ܭ{1}|;YW8yh:3Џ>wT |YW7߇ ҇vyl. -/3eQ{2rґx-}!7QO2Ӟ~}ݤ'ᆣ_ Uxs)ЅWmdr>΃{  j&h NXďPQJ h(ބw"<RkD^oG1 gzV:*HW=7`8ܧVevi;toD6ӓS8S BHIH$[ 2BE7џvsڬUοbs02!(1p9hdPKtLڏy:=SMPyBandits/configuration_comparing_aggregation_algorithms.pyrH?O1%2kInaLb6Nr F!m64`ĹLOO&l_7Y"&[/qRV+Id 7$rģko=1s`Luį%*ۻ"WLgqM`,k$YD9B@!`zb v$\JŲf"r=}v80y#(g/F.'?e~2 +"7+ >#H.0 ƀJ5_$,ڧ!fjFߍy(Xt( TF+\pRq'!ߞ~ئelٔHHC;ɒb,G.P놴2Xo{C-S Oq"G0`G*Tg[ 66&LZet5jO+}CT< Q y5Q98D)0GkLTfcNjwIkj?35L{ N/ ĘJ:kjGAC؇!SJVkp^iuo10h7hB7QG'ֻׯ{\d㵫w '+t;j$ Eո$Di%{ M\N0CuZ~ٷq,@PC<|+c\1VRR-F{<$r *-utݺG2P>TqJZM0P*v}ܱdn J 8 :}8n5!&?976P?dIBJM>Ɲ@".?T㘇  J015UώZÎqjw{GN_c:/K̅Hq» ð\.Ÿ,que\_4DCwLy;Eeb~x`w!e ,Q)o;8^'PϚx)$ٔF8a,Cb߶!^F%%lQqi|%N+&J),ʞ=&Nڴ|ao ~7v}{>duo$xVXDYBP?P "y]tb`Gyۊ~O:Z@"=s H /7TB3YgijK:ED:T!57$v0$keW-, MC+K(]1_O74U:CY YX$KY)ď 3]9m=7I1Y-d<6^TS0V(dN )䓩-wkCz:hOzQݠqeac6-nY~MyʊoS&tVSFs\G-y (e[TXH6E)OeDxFFIB\B@&*ÐoHr(mINVvJJ_w&3ʡ7zUC 8bt#pm/3gc#LT2 `K\II5VvfvN&O T/A>_<:`8}7u,emQ[E\؆FvCFH g䉑7g3@0sTtBkK#.T,zmv;uCWVbzP]"ݍ:CCW]E鍩 U] J`Zb䁇<0<9Ryb:a+%1PC .k|40Ib8Y\N&M[`.!$V"VvWxbs>pjg>.\ޖWK &hfӍT{lVs!<*ns_tA7[ң`ݷ5L}IN۞vi) >y3/epɄcB)x ! gDb[bRKAńFt_/Ѣ$ZB2 9>*^_HԢH$߯3:³7N@5UkͯS _h\z=[eI:;k}%z {,6]7xY$N2u@w|T֛7mw;xߥ5%4MU6;C`:;P5':Q2hn ϪӅvӅ>p;#azꝓ.LlVjVJNe q|[Lkjn)^<UMT$BIXCަȅDzBBLM1Z$NŜ;@ {Hl A ޏ/a5ɾJ? T"lÙJ+a_([Ӄu҇ sCYSe2IPʡe fRw<<%4ՙZzpjXaVmD J/4GU5uŃUjkO 6ܭ֨@{G`bp133.LfͨϢiW!iqo4)oVXQWb# dG%ܔբ "}g%]1CMsŤ ͐qȩ;kVzw0[W;uq=pn=^o;=ݤc^d vZߴ_S#0)_f"P}:Z& s_wYTuAzLh9SDnD?{m\ϕg̦1Mnzr0n2O n= EMB"8%kbמ-vAh"]M3PcMUu~tT\ 0R';`Zлl!h6~\w3URz9AOqWT. V W of5'7f RC 8AMw0N烏36`nqT,Hw뢊(rJ sbI:Kt07V1dЗՕ5yF6Q|! ?|(z`B]81>3j.dk7:ckoL* E"[윪OHmF? D .|rF1,Q>O˫9)n.pZO+*ZQ6kӯt,<4S݄ЏO 5[mo]ΝLAl1<vo`#۳Q3jovrAuQ^%B k#ݶJF O/ETOb=XΈ)`Ce!P؟; ݖW@&G+mnjαФ663{󸾝C;?Z4&X˟qȼ9Si3 O]Bt$+N/bNMUkSvܥF.pO^PKtLu*H @&SMPyBandits/configuration_markovian.pyYmO_1 8!JR-DC[]Y{I7א~fvmN] <3ف'YRuzOoZfFፘ)pIPsR_JpV%಄587J%wAI r!"T8ZRi b3PKrD.voY̝[|Xf=2 ],Jrf\β :2d;N[7L#Lz+\$Rĺ[vNM W :8ͷvFX &yL1`O ,Bs.R/O}>~iӔPDн|soCiUf<|GGh?8DqED5,XEJZʅ~^Su*Wjqhڛ6rx1OG_+Is%tNƶqe½M2[@4Qm ?~8˜nϵ<ni^tB$NÔ< 1MI_7BڤɜݑUEeeLf:iM5㹍k{D{ƽ/7ܹ\NO12x+KڒL_5ʺ}nXAF‹DSQ)tMUmhu! '5aM|*Ixk Gr2K貂On19KXQO(Brmyt'6"6 6AH M$͕Dl0Q7/vY.)dROз`t8D&v1UG:9oxӅ,a0I>c U Ԗ +׶ïcDX#({*еU:02IgU*X:L~܁VG D5,'dBnlƛ{ !k-K&|1m_dax3dF e|5f%؉ [MJgl񆂠AW($+z>b'#Cv_Ziq\tX>F)C<3EWb5Z)$D#9ژD=DP^ 9c6ï=ʸ_ӺNKͮ:UjTܹj^Mk>8nEy9\ j;/ ޹SӶt&Rqer!ڑim5aLb6J"`A}A`&+1X)uuGiu<˄ z[4HփoXW`Р xzhk#TDԅmʘ *bmk5ML&vw[4T3ͱFklh<~ "G8`3]TIf}I e_m(䬐=J=aBzRif:>3гbXXH̨mh[G#ly^6YܺU^u}(&J{/~1S?w_dd{C8P >ƙ0yبHIs VS&8oNfΙ{w $;+!n&%1Z3kF}8OFq=SXa{EqӄtT:Vla*jJ}Ou!7B"v ©0Gyݙ\ (L1Fl^ _f*w[Wմ*W9.bdV06V[h_N[W-_`h+O)1h٬({eچ4Si!h4LM kT|Ont/Na)}VM n $U9<#8mh<Gː5Vw_KX/y߀4w"J|I}ucuBkd؎Gҹ8?=9<ucʏ9YRruq4ӓ/Cg s`h/>Ox6rG'B`8Hé`I锶Dlq$K\du禡[HJ66q=q"~Cuwm776nK KtLIee+ߐmՔY)0?6BȲ_N#a]F_ZϖQèf?dPKX^MgmR)SMPyBandits/configuration_multiplayers.py<s8)RW,Br:v$lH%ˣ(ayIMw-ɖ H2WU XVVw[;bv)[ē_I\./B&A`;[x('Q=al PL`F"^b4bl1sG7 u6]?qߦE!^St DxY*F|#!`i<>;Qe|mXʥ!X?xbb6! &s)%Fb`6 QhBbd ?6: `dZ+g[cvI00 ӕ͒Fi"cI}K#K%wB Ejh4.VxIhxF,CئF/k0x"cOXs$XX ꅑ`5b>B,\C=^t>"rųWR*C%+Y* ߴte'W1P(f{<0g5p}#Scz0+%'m{A8 -K]k%ffx'ɰ{.Ms+=J(N fe5_ \ܣ믬Y(c!{3~ޜ[Wn;j`N0H`zC~@"@G `2(&^+) 狀`/@یH]QmwmAhvI%Yrus՟3{__C0AJlt}G&~:2:11,EI΅ҸB<&lY,w8dr|´GtAOcy!3pd5if:@di0!Xf?Hg! TLZ':\`F3}pC'[D;<ڑ.@>x Gp{^'FHvc)#|8 NEƇUP/)uќ۸Ž%,F/G&FWZTVTDr˼;N~6z|8:u+% $RFzquXk-ϰھ$8J`"a^CJ0j쇴EѾlXjq࡫'=M'-I8dzYX2ً(- C3ެy}sqz4_t2\E.J>a`.8`z6L|GaorglLƀ]^8Rmff"b¡b[Y!E/ |tҹ!m G ӒX qg"P0^?Gvd>ۻg,|X[by(Kj }0(%xOENOaE ˙Pٙҧ?2Me:+ZH!ㅹU6¹fz"RJbJpsD#NJAEˉqNCN˛~ Fg`ڗ6 jq#n*M+DIꑝL 6ZiSrS0i)?}Cx1oaЪKhF[opN [;)\Fе?H{d#܏Ɛ =T*di~j$w`AAAVIt郡z!cJRcCڟ@"!zc$TFW=M-Y."R[X˶͋RcU]+MTBLW~Qi"l.Wz ;!vRfUl(*Y{غV%鏰HtKD-dg(|@8x BSqr?+,`d$l6LBmdǁlm'Ͻ?D}-V1NDdJ3=w‡CF-@BG7{ZNQÄ>iZK-D4 {AGYDMQSF4,GM1Pۦe6VĘ79|c3ǒRƴS-P6Y'p@J&btyeHH]Âa}X&Bf-z 'r2 *Beˢɢ8@e6ßQsaeTÞϬڴ[~Vۏ)&KʠDBӷ/%.&O8ջ0?֐fV X2揝BnjZ u0sӇ*(^>TRG:Sr$UO)E^' SO}3ZrPV*ɕ1V ؁ÍX]EsYJД3KIp}pL+ ^ ?3ӖdL9KuLK39]fR;Re)'#Y-JyNcPF:QШ5ʧZ~3z'}T+ )`v`|ӨVAijB'uYʬߴms+}w2aŴTjdmbL !U J09RŖUuwOZw_F /C7'XSn?ˀe` 7]͒W1Z"}0K*oQyGڕ($dRoS_HOfR~j_Wf9ReR j?ȭ# ,6˱Xr.F N$=d8Uo_Wr}n/Gn,mxd@u?ғh Ybx^Cq,w(^]3_2ϰU J[sVu඗ʤ6EHj 9|aNئ껱JiZA5˞`}ty3!z'{(}(%QOk%{~t!&R][ƝB[DH[{z^ x 7o0<_`"3T!9zpKa H/BUmW} gQ݃`ޥˮQpl/")ˌ$}mfȯj{/x6Syn\0{5@ls>xJ_yWww;{ɾ~ ^]7!y6o)vGd %)$"7ՓbkYEpkhw/lk2S3~mpѭ;*Yeu@G&RC> lmn Hf3%јn̦`/> @~B3MM6gZ%~;7uIyH$Fyk4U#Ja s8!)NW޴ o/l[Ծ6Ŭ} Io,UA)샣 G;Wb, ؓLM' aܳ9[^sL+6?%7by xp1꾃 VG;Va}|Kǘq.ŵԵ$~=˽TmDz{"U[ûO2Ƚ'%*h(w35 4,õ]x Lɼ.}2~7icJ*uhX9)V8қ/q]enȪ+AxdaPQBmZ?W?%dw܍q/n6b5iB4п$iMQve ]K~l6lj:lΥl+-"nouŨ~m9c 7㓷)+Yڎ r;N &?ώ ۡڎTG'%KTdI28{ Žut9aMgq_X 2/q[RyCw_YҥK0Ob_<- ֘fR{RJNetX?ɰNGx:%nEL|!ʋɛ NlΫR3\v_!dvޭ] ~"k1w f 1qS+tieSv77,y`$S(ڜ 739ňL&4¸eP &D`yT[ʋBހtTfT {,IklD"ak99VWӽx-y[[dVH.[ǡ۞d-D#/]nikRPWCV %L 4d۵8v\JA}DEE՚ W*)WDr"~W#K1m>OYrAɠѧ(/*+0-}4†^6~(6_Ot]XyUI'쑾J/tLtP5PH \[4ے:d}pm\抲 !2iqYPKJMKy) ):SMPyBandits/configuration_multiplayers_with_aggregation.pyZmS_Q掭 M\1b1a4[dI f9gw0`h3sy:YM\W}VObٶm$B\YP$f$cŒ\ʈrZB(X,gasD,d|Qe}Ud ؏CR^uV)虉Hk 1Vd0AAM2OX,Ⅼ_s5:T : ߓ,-Wv\vيNItdVTOb>rbNݰޱ'5YrAuNZmpTDܭDlukhﱟ *F"Cx?966O$+h^3Ѿ{¦"[1ċeP&G2gMD!zB:gP' D &B d&k [a$Ɔ/)bQ~dvЅ 6A0|L!v~@9}1` A CL{DN'S.pɕ{:r~حҮLTc%Y_ti0=Q0=U} nLu]%eG /v~odڞ:lQ6l4A/5H?л%:&&jZ~R|`cd]X6;హ{0)ۤGn}h8E|g.lY 1Y79  e,V_6]yo3EA8uc1Jo938zSXi ܝqCfPXk55TZa&39S`a"ordw#Hܺ…a+n\B'Ք.7mIumhvv rdD kjaȜ,a& nL(5DqG,K\YN#V]?]9{l)O P#BFXF~ꩍzÓ˗/OVL-9Y\"*XFc͏e0|'I(&.];hxdscR'__4yX +])3XrEw}k3 IYP5٠glfK F俠<Bh13 =~.Oz"cC)]Qpc/# ȏid+d A 6n9|Np0|<^10N(QY@γ6X*J>BcG8G<'gKx-[ P5bR߻KBcٞ[#aeD$!(4uX Tr=puMv}!HC ltgoXwy0% }t|ӽ;ߚ< F pb0Xa70 7[(FpH_;[^`&O7H倇4 -빁iKY?1h`# b@m_Sx6&50۲&.[%^aBT)c7 TD].6ogaBрf)͛JWi)Ab(.q,xlvf \yp02 `.RA{ z0nst1j`> `8@P[pCS8'ڌ"7ayfòq\sG`zqrje46z E܌%0봗Lc9͡qmBK65;Fo)=P~!6DOYf IcT³wXuQ\Nv5Pqs; ƴ4 ڀRjg#"rUg hRi{{~:_ho?l1IA'IUğE ~_* UC6v [D.p:Pֈ<]1BO0OuEQ]:Z´g"&r3]-횩dQ+0N䶸8c0T]0;.A0 <*v[&I5Ϙχ{NAF4I,_q~$< t%L c9)w- X= v*:%8#be&%p:aNt0RMmGB*-`ÙbVbŻ* C l%Kr0(]UvM&'pXE`\5Fj+QB9!{;5Ap<ݶ:5xƔablw Bp}k+qs.|̶~3.#e ^o' Bcw瞍֯aϔq@oW<&6@7zM`B0]Qd3$JfH!yl4VvLa-Jv~,u6'eR우yBB.jKtZEm)%YD!mp߼5%XˤUJ"7d[Sg`-EN [Q *pS YК\y zX5Y"FbtZ Ǐ~?~'iaӨܷJf7d ܃AL—'4OXIXN 1{*#x)=\h);~5лX>|/G[smз{fA<;V] Wx,`r02FϢY!*I+MR & ;z>*f)ae%mFFD9%\͏=D DA8h>7|s=+ &?auՔ/i_&# nsԎ¾XGgY2GS  iB{,~|RHJÕHϵʋ#8d頻כK&R+B'L;mʒQod*4@?=v6!E)DI$st.Kz.}Pi2Jϴeoq[Q^{+KM*Yࣟ]\*ozXEBi1{O;$">J.^~{։@! qk[n~ "ibYdoZa׍PSmҜ}w!8eLp ~8ZSgrl}yd]Hl&I W`G(_VR=96<{qáڻ(xmܠt?Z:oP.N%10+IauxBcF9 T2$bt-)DiM 9 H$ְEGfSTy%*6XF'}1E)+!,8X3&BeK<0aAH>}|Cl5òp(f"DՊjrσ}׭:@dE"`q>OXC\v6d.5M6m԰TfT^3`܅ej-zӴpS%4@';M 5~S0?`Ȝ/h0ei4~ZX{wM|Bv^M\M+q SէQ|t%Pe/2$,=а =)X)=N1JJ1| ԩyqO+"]vgC!e+ǯbcb$E ,uN-%\ONM{pjn4-U;9r(ܓ#f-~^ ɭJF=UaBM\- 2`eAi< UB +^-b6ʲ{mӿNʘ%3Co`ޜ*Ŗ@ᓍ&.ɻl ?iPpZ}*0h3SђTX.#kW_BF* y(`0#Ħs~!/ ;Qu<ÖI6:Xcz#} .}VȿzĽMrK7!JDs`7D5FoʗPge<ܠ[{9Z[N9h A}Exh~SXhRZl_ G|*s]='/O!)[#Nd/rcSGID|;6eVhЧ̢Dt}$~{ͩ7"[wb)n?!> [@w.=u5 q堿K^9{6e_[jPdso][Dy7(I'̙olcp{w݄s+N&/btxrmx /tHZ(0䐯Ü(:H`B7]"{5$Ux/mP1ѰI ޫW#tp<_ղDnLt_WzM=ҶHH|]VaDN:J(e͜/,Xם{[(A(./[ HѫÒx|f- |Vƣ>_J֮i|`|'Ir5ђ)JWCiy$\P*aA'WAҐ47#DbN#{_FX^/W|/UIus';7S` -*\%fug쪴b6J*wm#7|#PqI.HAo9ZՒXUz?k*BkbZQ$ / ~T%W1߅0$r؝祥G]`TmP x\bB3~7V͕ߣ5ʃY~ ?kMm#pEsPKitLRoЛ 0SMPyBandits/configuration_sparse_multiplayers.pyYmo8_UpՓIw3. 8v/ZcmJ73$ʎӴZK3Ù̐:`da Y%WqIJm:UtS\FYVYZ2JJ! oDQGrʜq)BI<*U!|EI]T"J%̧|#TNrbőX f @9f9򔝈R&@& CeEɌݦ=Kd) Ғfh1#iyy *D lrL߱C rΈg\Y1ܡ?1ƾRw~ %KsˊV`'hcG%Hɩr O}_-O{&0Lg &DPI.= Bnv:y{=>|C Ht2 ER*6  "(yY M>N"Kʚk2:A,)$ EK51< B}a^-fӷ Q~m,LU)JgBOW% 2Xk~!s C!0[n),ؘՋ^dbA )@hU,);Uhp̟.Fs+a>|fB=jLEQ_ؑCkȖ+ШN[rU%a Ҭ>gMNIW!0յi J!R]4bI@д;ꤜDivYVڏg+4tLOEwE $r^ylpaHr%u9 Զąl'Ypٻ,"QlUa&ET'Wq[sNCokmlS.}f/EY[ccKY膶xAnb`*5M<#(ލ.F1zw> 6 Ȼ.3RHO]QD.&ƳZCG;7f_>Gc'Haőmwܦg`$~pཱྀBoЍ64K3lH UP8Zzs]fc8U\gOBFaˬeCPPRk|LnKī\Xgp.x Y>EƗ'.+t5Ѡ teg;U^ݜIa^o&CXSs0܉S#:y={YJt/pq2n8X$u?ѷ!u%b][PK1EM]SMPyBandits/env_client.pyXks6_ȳ#*+NCwvlc; 9hGH픞>}/+R uʭ]ut&/'lQdR4 ,BYf V|6Un؜LZJ]sa|ť26aڲL弲PX21x f,٘eb *eE _i@tDH-L6\.%Ww6d[7rqK+On. ?_)Ȏ\]fo17StQ\U?92/=ɽ[$Ƌ=Y3j]<0B%ݦ S5N_zv-42q^prx" KM̃O u_`T]8b-0X8SmͨFOL c45: `W4"p4d1m$`he'PP,uailE2؁\J-źvb}17%6(JS^aE1,|y  5b@_=J~D5d0p= AHN6.Ԇc}$҆۸mEAf)GVnDd#کn/ wnrugx0<:/ !YB  }xH0vl|Rp8%LZ M!5ɲYψGc1(ԋO҉Wdc Xd S4ά |x2~jxogyZ Fƻ(v5W+;(1P _FQt0e/!@e.csDHB Y"J$num)S6hr`%|c0%. AM(Asn=;X;iG ^ۆ;z}Oz#HzϺ\SZj5FK(W@=eֳr&]s JZ ܍RP>o0 c<3;Q2\)4e]s16#)77W{u$ "Pi{b;ҫ '%^M`e#TnPcJ/cF-_ OF|>j, ï/0I&լGmaIBr 94AT:(!xB#Rc2j-*ёV}G,6u:L,_ лxdT+Kmy&lφm\}l^j-C;R(f׺N޷Ug &@9ǨCqD>~] BI&zv-q M w]i7B 4!HԱ0~-a}i#K}vK Ejh%C<?Y+{ѵ E.h. }d'0 XʐhTc_{wu=en _ &E<;M [@*j-RP󁶲)8l 5DCZr\\s#Y%rQ+&ݭbsS68Eih[tJ:P_Kݚ5Psh)H|D{jM؎#`AiqӌG;We1r5e{Ng Pwāyo!q{opF׺w`Ir˪`z5'T֋cI]-BD+Wé5nu=Gub7,o?b懷61[%бCw#OiݗBetO?u}A [m{Us ♒V3TM&,~rϢ:y[G(SmRAà ;e@@PEǏ)өC^ cހM1\{cCJ%XR f#B;8[٨BFvZGhj,=k nُ`^*Rɇ b;I]]NX#Gj2dWe<%uϢ.\oQ5g:Vڏr \ur+A}b+8&I`20 }羾gƾP㉢&\4S%l,qs4v*g=0L51,J ŖhFhqjb7?FfF1fP;Pѷosw$IAjr-7ISڂU []!)ʂ/{+ /+,WNRP됆`[rfpZeEe+Y\+ma7ܐ52wIïģ\ nIe"&/cH-Q2%ᆀCI,QfDŬC ,/ _X" OA#[Ii1+e3#fϺ$d1mTyNq z鬛P&Oh@?anMaM%qoaP]<6/oɲqJvg}|̶IpF.z$PʪDų|\ WKᲤcQ b׵wj0jN+&!qi fds!d(d4]09D`p=عy{ do"#Sn\2i"%cFTv]1=S"K"{J;ٴ)ɬ ǵ[ij7`#H31!!iS8s@n?B&F,L w$I/%1ȟr64;>y7H_늮BjYixfEh=a{@8Rѽ KOS! IGs.>XoPKziME ]?SMPyBandits/main.pyoHw) uHJѱU4ڼҽ73&e}3~MLBա{ raxl6QHNs0Y E 9}Օ,{br'IfQ@؂z ?%h1<#py R ?gLh5FZ/-"$ -C:bsy|drEѥ-y`.(;D)Ps8v#pǤ[LN&!ԛЕӹhGvi8YhR!6Ôșۥ2o/c(. QܹL GCO$eٌ9 g|Pze3JX> `d_G v~Ј-"Wn.qa2wjSQҷjN-I>"*c4JR`ooyg }v>(_^O?OP> N)*4d `G!q\-e{ :E/ld 2MHEj]!nAȰG(՛_XVh}G!Lbv0Gbd)mF<qlro 53e4}o}^) =`jo,mDIW70*70@5j:4=uƯ`o!B|!};eG@PwTwz;J'Ӌk K̟\BRZ<\ 5| c`'%8F|X۱ TW#]4w- T\"PUB&ɛC ݿs/u?#գ룜U|@K`zqWj "uI4nA`- OȆ"b r%qȏd"V.)2`e=Xpxw&Fc?V<2},Kpl %J@%h(azJ5#Wl\ Q:9$q-rC PL,41O<#Y%e'xk/AlЎGwԤd"VR`DOҙƊKӭJ^5Dp3hYRυ‘n~9F:#e"Enj*h<6}SDr Òu%ռO*.lY(LqҰ1 jgjû Hr&T 9a]xwI"- 9n1Is<.C7qViLqy\CvMd%SL/T[S7>w4*4WIr(Y{;Iun52kv2|iӦELBͼP+~kpRCpm_^]\_8iU>x|MG_|M<$bL(qC6ˍX|V}4rGDW*lo AOMRd,F2׷;@3Q[ wyFצֲZH+!܏ 隥zrVf c?{67kHVӇid}'`@v893>iZU~$u9NVڽ_S)e?_W F<߇PKdLux ? SMPyBandits/main_multiplayers.py[o8`!8n li⦹8 EǬ%J+Jz7CAH\qLrf87ֳX;#w(!4(PfIRhwodEٹf4;Ó;E S|SqK/߼|Wo~|LM@ux08x9Ej9*qIR8-6I@ra jtɳ~zEܺGAlUK@nWN봿KiSڦZh=rGBgz.`ӡ&tM]9 F2ڮnÁ)Yl!-9\SgIi8Ώ?`agk ŮCna}Cڌ #ɄB!II[kPtz;Sgzs;=h8tnS ^W&۩-m:8RӷVRѕ&vVxNs1$cueW1[rB[& dȦLD5lMڐ`pGh_ z҂՟@I2HB5: jCjf!@HıC KوGm>sg"r޶ n/i艊b 5x*AYj!^DA G\Gl8=QE>L "l4p\=Mz Z[8B)PuJ]vCR˴"RXE |#.GPs/qڊ m'r~>BVC\'@/x gjȬe'KeM&Iܲ>~aKwG1Lh:aSx4%| bi(!2,l?*q̏ d]1BNUQ,m0hC~&/Lrj^2uxVVSZJPyQ* 5a$si7N*gb$`#8}k($J;xJ"cJaNH-#)+nAV]{@یFv#~VI_y dɃ 9FC ~іSؿ7Qhu Xfyj2m]i j䴞iL+f^`xi_]wuu?zᬓB #i/J1gz&{eg Ecx56 .莁o!F''hmۢvPGѕSV`]ܙ>@t?JiuKbߓ-Zl7R4Uժ0< hM\1 AlޫWºvnhbшR5Fsscl.gpb /ԡ7yPbSV &rq[(!DM~ިFtknѨkc3@ 33_o[}DIUx<^mQTI\MCl|t6jO3k&_$`=)*F1Z('MS$Bun(>M(۞IIKuNEФQD1[Z5Efu?h!";S{wcoD֌tE+P jq,/)&eqwJ ~(i~ gثu#b|. \3$?սWC#*"b^+0@^Ǯ *(f  u)n6TPUЪ|,;A*+$Te.<&%MA&!|:9n]!]=@}/5Ui+zJAb_ȋzCb[igDp_"݅ zV@tQ/įC H,?Ď; >Brȋ07ݰ3jX3A֐ 'Tsv|s,X$sG6l^KPDP G~+X\ K)ϋmA=1F}ͥf@H˵mV@8w 1 TK^0j|`52.5f}URlV3@%_V&~m+ula+>n*xEk*)|̵PKU^Mi%SMPyBandits/main_multiplayers_more.py]ms6_Jӑr63tv_6KI)%H;v_EI$.v.a7`дw}K܅?sF#d@HsKcۡiu#I>5l2Mh@A>lSz(d!{`B2I7cӓYϔUSw+jt=g|.pgBjn,=aEbAs8oMϱ%CANPBߜ,4|u3FtnX3@ 6p.愴s+FLөGML53魐3u2r.!L7 :#vy(tprx 5}ʽ-EWOps1!-c;Azݑ  (LR _s^^K/(36|#=O^U h:7.@8i~ŠjwwEQ5hK 5ሑcY<<«krD;2L63LaJ=nh:oZx3?@$QSLvYO>Vd2oG&(j#Qp0X^Յ< ĜEu[ O<fq6.L)C4h P(/X VSkr@: G9.@u, aDg]+c䡇#J[ 5}5860Ou}nA(}7xqzt^DrrvpHNɿ1GFrvJKwrxrvg2 k75PwG?^ 'ħ%P A!N>.܅ /ĵכѸӕ0llp3~d4 *Mw._<S0-p982mGB( \qA#5hKpa^516N/!IK GU-5ױ 7Y0$ X L.\HSl߃\Ɛu}; f`nW#cQsE!eF#9nw<>BPyuxqqvqM8g9afm#Q&*BeJ끙PIY: [c;shaɄT:tMŒQh "ᨣF=DP;Zie !ژc!nF\S[IknIws#"Ú;H`2&H 8\R80]Uh{ªlÂ%gߠA18!hFEO@dDNÕt:Lӷox@gzTD1He Iy%ǁyh*@9qط=AS9h7ɣ2cA b/{=ı <}XD_yr?'aQ*KFNtl r:Ӣ,hlr7%{*-*sw,I]͍)A|:xr?DBwF~.SM ILcZZ}H|q"M'.@ĒǴIrn8 Zz$SNJ1.Å,~"|<{.rq[;3T{2!fr1er\57u6'O^¾朹T8Fet4X6_ Clw a[[Q!N%by61oUa:+޵7$"|pR?8_!5w,姒5Q%e5ecV,1+a,akТĩe^vJ߹c|Ҕ<ꅐȀk;`-Q+$(z$}-gWm|؄k Uw}29vt~d&1 7:B!׊^]G.Lds\Q"-_,cq:Yvݠ  1pE_P9s1Q{0O.|>jZNvہ/sr_yRo3R>>{{t}Z|7Z|ˈZ<)V=D ci{me` rm4 Oy",)\vJ<ɁV\Pq]5mk3)^VVǚ̇?#b@`4+ (3t8!ڶA-(൭rᯉ 4zRź ,_Je pN34e^bndӐ2޼ )$TE<oy`YuRQm CS;v ˦暩3?5*Т:& s cz-xY%x&Jln2~Iģ{fmSk=TNsT?g=Gu) ~{0(EMmՌ5y]il1]*Ոm7Q;n ج \;D;Sc;a{ƍrڳ 00SZVY%aǬ~ؒeyK(Ydx؉6lץ \TzP6u(-%x%}Z/KɻX?-+Im9ל*ZKjEuMFFyEQ"Vd,D/_lR|S7fV|ޱCU w>ԙ6y~?Cϵn:EKMJdB=Ҙs&XS2X1ʣbϲ\cבR9t&?/")_k9ػ(lϕ;lQK"Y̿ e2ܜ*`y4o]Vo&Iy1]z;Ir.-c |{`qGє\V*SX̻D&菁 ]Rҿr~DU?4g9PFY[VHFnU̦,)]ډd W}y5J k{IMJ-\OTŃ\TQp[[ &44a#âۅIQeilYVѴtfv+hZvДϭK )ip^^lS em.\5(TV덺G?MMr㬄a5jg5jGKk: yqS 1# SHxSd+¥M'H~x yT}jJ1GLyeP=ծ˃<ѯwYK#:WBֵFk 2;1]:|pЖ}ԹT\7\P(6Zـ?9 UݙY2J>~b G8T̓1kS>k{˲_a=HlI%pl]NSפw\Z^^"0^&&9S?ߠPQC|aːrK~PPKonL]3s\'SMPyBandits/main_sparse_multiplayers.py\{s6_#)$ʹe_c98$Acd Ҏw])J&H`w\jаvuO7F!#{lX={_Jl6#p<Ĵx3 1Ո[77I=öF5&i{xg63v.ɈrF oFC]NGqO=}E`>q9.ubظ78ӈ'E.Ő;rPC4Eԇ;.P)\8&ܼ@A}3(`˥86Řߍ ymE˫\϶c$,,rG: {ctg2lyjк7\ۚ3 JB;:?C\JmkIJ=c}}}W0եta~DCd`!28 'GK|(λ_?P= 5b`4 9f V xp]0&:mѱ59kwɫ~}A#4!f舆 \}A@=$k`26@&;ja֘! G][%z.cAE49 ݊6s$4ERS)syK 'Iip_~z >=2c]=}#EQғx% gaOR #.K^[BЫpy1- ͻ<̨4vCZ?8YC#T+p` .F3TG\>m/ѱQ#47o Oܳ0J7PcMA.+6uYBO`MʻΩi.7=@l1kt0wc^0#u} }f5s<[x~HAJha D=0d3`^O&q828ngPI;4otSbL:c[;&e@(RF"vĦfq,Ü{yL hLpFqf}϶lVMRN' >duW.o8>|E?]KI.9'7sV @UjJ(A`!>P,:SJQ¤zht"`IqMn4tCByEPaR-`EF;E"2G L[-CJ,DSܴȱ} R/G:! Sid_ ?6*Pc[maZ;0goyw:.`ֻc v5"otLfu(=x i36F^Li1u]v C?=Qw8 F _Nz>>< \FǐBK Ę&043l0q)4 y躶i^]]\ݒ'Yd Yk!@Xb^"cHe ȳm2oD80$AFĥla;|ss98$ANtJʘC T!&n!/V3J[sfoK4*J;|!\գM<hܾkX656Ėr7٨U=R*l؂^ ^p |6vD\Եb bόZ3O4詎͵U>|9NSȂ+ 4_"4lf(H3^gIPFlIMqSfU`w*ClbZ<5*QXC4n|FԵDG 10REaZVYCϿŽYo}%jzQɰh؋)KmP( ܡ[ȩd5lq7Jgh7LcvvFTGnG9t[(3hZ+c("6*EjjrjeL.JZP~%KxgY̊tS,Nل3ӦVT}+_?>k?.*E-7Ʉx]ô:_cn <,O ,;P;VX\=Y^do1y\rݻ(osѝl }x8Z=P/WEwfNpRO@W[D;]vM9˻Ny#CXno4}tJVT,e~ėC{te|kq +xe +ѯ7J5vaRTM2xYZV/|aU4-s)]9h*Q Vb4Ò$,H-l{-GE3C):R Uz1YI9qV°Ma] {ϓnٺ]!Uغa6|W1# SHxSd+#¥Bc$ ^<>53>oʼ2{ý@PKɖyu7M,xiFOкzw9tiS;X&~sSF*fS+߸âCNBUwfg̢RX^$秴 {N\sX:ͅ}A E'c _ S9|km.P-ZL/w/~]n˜qMрv^U˺t{sY(Oi䫡&?PKLL SMPyBandits/policy_server.pyYio_1QAV$^M7 i?x j$ghGu3Kuo|qTh.#ݱb7y{&&l/eJ&o4yW%9+eih9e*lγԊe>ODL*Sʀ-L'o//&Wx{Og\a*E*yn?DR&<()Kd=f6=ZBd=UrKoxɮRrq#debAXqHuʎ_ /Pa̿ZO3|ŠHḘe"ӡQz)3J.g@Ve8^U*E3RIKhA`?4HO s.ǼN ('l ,6UMxaqHv;$~P'dg7l )2ƞkom/uAP~Je 6\;g:"}gG?f?&H Kz8@P|2j(0KZV[Z;>LBψ [U} P`ܟBa-^<Avb#[~ eFxaNiUpD^E 1t." zLt9zz$OJd͵ocĂnpHa26u;C1=PC?Zä棙ad: =E*d 2lxB^5ZPO*;O HZ]b/L^pB|fE(?+v!vNdN,=U- %@xj d.n9dZKse;I%:'9"͎vǤ=x.oZ{u_6{Bsjd}qQф^&'Ia8׉޸BL"l{wwb( Ȭ8SisR(Ǒw)\nGpϭG*34,etN.+CPDirQ$WVr9Wjc#dN>5=٪Q؉.DH4P|y g`{:Cͽ WnuFsj HJw\ع2X)l-_ A]wP0_D.nZ=|e%EApi'`*K33YTt#"a TBI]eiStYriX!#BEqkR$3S/z]@GhPjuI-RHՙ<no}NY' 8!D"4osm1i fw>/jgxTZufRLhO Y fl?RommtMKvO2k!ѼCCq] {n%0J,,U$Rp۽k(Źeɷu9f< k(k%-C_6ǖ 0\iשwflji4_)/P$ F(0$֪mfgN4/amk`R&0-!{,fXq#gnFyp8XL_'Q1yde@}S%q~!5(N1S PKwKJ<p SMPyBandits/Arms/Arm.pyUO0~_qJli O`y ̙Cc7k|߇)d  BIIR4Q4IZ*9cIA0/2\WkbX*fV$( hE>nQey^رL̄s<$IiUDP{qXA~-xwBna2[ݑ P\oz ™x31'ϗ))8 LSzc#uis&1XZɚ*Nnc9EsWFcKC#ȊJcj=rv}Ku3;U,UDf]c4thjJ@p'+$=w|/V7?EAsD#Ӵ5·½Ą~ѳ8 tN4gTPJ6jh##!vth0l!xc?IUFo aIWpICwES1^iNL/rX_*8W~YKAG;IJ)]ЉRd^ %@@4^pa5B a7>*T6"oGӔ}Mn!(k$vl( a7ۈz{=۞* Nx3;P|P0˲$ >LS&eprY$֬}ZT/ 3D@c;*1U%iu }vKΕ,ư*PK:ALN  SMPyBandits/Arms/Bernoulli.pyVmk6_qp`#q.#w)]2Ʋ{K>uȶZۆ~$۱,"sGrng?9 LKTyXV"%bPhF-N$,me#P:5"t,֋+XċWh F%AI8-ƭVb  Y_"zH8h9q&Zmhe]JjͥE,,&p{\]bEEy큐, j4zYAA)f(c.O!gxA[QΥVL` Z C>,}|6E6(^9-^:KK[j {J_5f5h7?V-փKn,6ں,Z_ko܉zjhS|S{hT0Vkc sV[[C}d ;Mvr:O'~;l6A&1~BnꋒlVE=e(͚Ⱦ+ciIxG&LS(fmM{=Ń%9Y8NEdNDXZ\w,P{&Hկdb9oY` //^?m;3S()쭭r>/UaڳRn~9x>;2ފjyߌv.ze:m#S$g(w880ܵ{GYM2D)N6o q!W,X$"dߦp1X"k 4G}ZG7mbGEsrW@ ֆrT=hBBP'[90?6(p0I 6qOWYyQKLI}4sObUiPgn灻K$Gw_,8Y-Bʐ3v&ˌ%mKGGNUUA"ETM_5IG{)č*?׵kPK=ALmb SMPyBandits/Arms/Binomial.pyVmo6_qA*dٮapü6OY PmHE^,M pCݑϽHG_2Zin 쿰dXXwc Q{k2^0$?DcY|@ :AIJ mGH7S%lQJm\d*t<,. J"Ovb֢[_&хx2WsjC7["y3WWC{g)zHm#=cl`Ο;yoh%ӨL+j̠y<7aLa be]gd 5voija܉ S9\é. 0 G\ݙQx] 苽) `㨛&8oTR( xY@kևmfj2$%lDCPWqcht{u)rϤߣоWk-?0&FaZ {ϒiMdGZ1cU5>7}Q)5 PKnLtz SMPyBandits/Arms/Constant.pyVmo6_qA*d-nb0`]CݮO] mHH؊󇄾ׇw=)lt!nN" ޛ 큣+F)2݊mSV(ĺ?c3RP \7՜[]xU6Nz {EU+F>ckt2QV~x&U͍72JaP5F9ȪA!ZPw |==bժktG71eaV*A{k- ,-˜9#ͨixވ^mNGmJn&ҁ\`i8Lٗ *ok °[ޔնģ 9V['!=Y_7缻I.$FEuOi6 -B7ĝp]c8@ƫ"㤒.c+m ./S봘emǺ}@F;(+݋"{5dWxEaw%U):5t>o_#CAZZB3n/‡N`:=W lh]h[|Jza`B HH^ p4XrH5dbKTb:-)MICv Q)a&5JXg9Ə pg׻(VW80E\FM`Y)G:vmg܏dEkbx[˿Gj-㪩8ߐxȮHu%zʶoќr!DE~OKP&\@2z_O k|SBy4o;t qfAݘZ[a, 뺗U[<NtEF8 e+?P4olH yV_-kĵx0H?PKu6MWjSMPyBandits/Arms/DiscreteArm.pyXmo6_qSU dvls/ɊbiR:+Zc-(T/~HIg-~\cx;>wG$-gPG8qb56JtQiyb ˴H5U:t;9cU+8GGG _4E` pPqxc>p?eY[;_ܻMf0i5/=osV8p8#whͥyl"cjTLJ';v>w~Fd'_Bn7:+XqvҬ1)ǎMoaQI|b$>:w'{ I28ƒ(ZV;\B |6 ow& ϥd W'̙|]-L(=U0X z˵&hszf6覉9;'nЫR}*!CzΪ|ˆ$rDXTXF#lYB)|LrpPWdQ3[ b%{e kI3zv)}2D0 e,~JRV$Qf ol8%&᱐ ^ ``LrE<1݉ T2֥$"VaiPA.$KPJ^,F7}ᆪ=@p8D4 j]9;jnz!)Y:%+J[qEO@lp-jTj$Oip{>5xUXKAmHd]AR_"63[iQTt/~bC䱦O,c%S)s[[jEmlҟU'dWW%N j+QYP#(aVҥל#8EOmյ-44]G4Şٻ.*D0u8/7lHdtrbR㿏goDcGS*\qt酗WX\NUȟ#j.ƞ XlT,Uu 5zZYuYc#g맳g:su@{y~jL+Ew,3WO=ltFEu}mjRJ[sFQ2YioDb1(i$m J71uDJ1M-m*2#PYj[TERefz5o cPKCAL~mdSMPyBandits/Arms/Exponential.pyXn68pYjeEvֵuY&HS XEZ$Q&^sv)ʒ$+GKܾs%-<LI~>JhzU*ai8)L10Ų" 0)T,'q^| IV@< WYVB^h.CJc7^v\&܁6ߤqabr>eL-dv_7N0a"lA,fj 'Ta+ɻ-v]4*c.]NGydKw!?~xnor~ۃG{#ug\v.,i -0?$Xe N8縀PԪ}nv'i^\=I=զaolřGFѼRQd%N$e"r L7hag4It(bR$jمa*׬(}a߾ w&5ɇ Jbbe)*%Y5I1,4ĕ}W87 vl(}ͬ7M"׼,A^Q$K;Kr8[03քQr9l,Etfzb:j zo_J![ҵY|E$JbZw1(>\&U)RL cs7gyǠP9fNԃnQc3`T!Z ~ fpm+DFI5SklC)<-0ᢍ0{6XKb7j@t̑CK06=6-ۉ5ث٬ MC:: ϰ\f)+wVqsBe2E~` *%G,CpKl:&9 ,pK/EnSy*r^ >a7>hQ&h| GL+Bh#؎R4EX0)'` pKK&u>(ٮ ֺoL0 [)=Z[0 L&VM}Z q`p҉<T-{ohV=)#Q z]m@.~8liQe#礫am$nxؽLa*(Bx_OB CsƇ,**RhThN#rA JeȚU)vF݄%4K}ӦW(Ƒ M/ +A7"0g3j7Dkh%zovs$GUK ȅpQw '?_h g!A:씬15,ŵ{Y!{Rvt[Ro9d:̱L0Zr%o[7 .9+T? O;OsބwM${ç>C5HEKד﵈ͤ$ezF/0Zgg)?Mh6ta.~)y5l<J3pqrL \|M PKGALGJGSMPyBandits/Arms/Gamma.pyXmo6_qsEne{[ֺ[07- +m6I4(7dɵtP<񹻇c3l1;4Z-)XFiaD \,F<]%fZp3 ӕ4b~W~fEZ![UNr!Ysʮ z0tWZ;n,TsžӐfӁR1>l@fFfOGۛ4;Lc|FO߼{}9c4i}S+:>.NSvwG#=;k'$#vw8Vz׋>v`N])_пTqopH𣁾xM l&ya -&d$sVZf7,qttOWH۩LYd h2g ?ߵeӘ ٵ9f2$ŋ v!̕yBK6S6V s66 Ǝ6FɘY|c3\ۗqъemmˎZKrI]Gm:FtKD!k{^~-= XݣO<)쵭=qs*\/vxw:xj[Ԡ=tfMJKN%`p=r)EݱܢX3r4Da BF5*BՐ?+va?j򄗕4lqh I kkP" iyh+8[.]oFĆb47ȸWZ9p-7bb_#™c&g+{2ݣn"uzs4irPZ'ЉmL5%Tk;X`,dP+xZiת/bn;^n1<)ޙ{XO;SUdf߻!谠J>T޿[S(@-PZ&,U١{a۩XPJa{ h;r?Я-`Yӟҡ8wj:6DW׻Uʸu8q6 ꔞEs;z?.7P|F'no<>BVSU"<.4K[v౏!SNUώ&Gە݄v\۵p#,Ԅ@wB5hW-4###OѬ]⭇v\h{C υ qhWdH ` DVP(=ľ>:[&ZFT_iXKR42d!Y'd:P+qBm:U^>uh1lFaq@>.cDF |sUQAmw". PK=w6M\uZSMPyBandits/Arms/Gaussian.pyYRH_Oed!xxש%@m#@ӎ=v$]ϱ/v3QtO?f4ڀV @$Ű(Vр_Y%0y!E,]:88CK ̎e{DɒAd2ΦrH25Kݜ5BHR.tklusv`E\3>N3ܘB^KN4$g2=2nl #E=2s2+MapS%saS(R@Ĵ&y4t .(f]pFl"~GߨK: 4q`v4#@.g$3NI;5*lT,˦"4L$.v+dos} B~*&=l87%Ͽ.&JvޠRh7X6J|c2CHpG&=&]Ewvvxވ+`n*G;saҳaؙ6>1Oq/Y"lW1; nb1zlg 9gfVSgZ-8--,U|.'isH6-S+pb!c|[uqOH(ld]3vMr=d^m,]wgY V}L_+],ǣ MCě+gkyװG]Ӂ:/vAPx?z%iN1 Ӂ:UČLr&_Ѹ=ҷ~ǵ~ 9"wb_]ad..#7[[! 3]MYY^8@\>%M-;M&NXP4;`/2b _cV!o.ٓ1pih  &a/K1>D*UY77g+h Z{xJ`BtZ!r-/Ɗ^MGH = 6a 0al@o#Y) ܝ}O>4Ӂ⫯pv2@[)c`F b ><]N\&]B2k4 j5={!KPKWALHK; SMPyBandits/Arms/Poisson.pyWn6*"%fMҺp n)+Zm"ToHJDރR1C烧f}SJpȘҒ*M3 JY-+\=eNA!h4睝+J!5H3QWʸ̫qk.EIr;>~oK"%YG]ZN 8~~7t㽑3}gbU2b2۝0A榛/h06<0 7߉gNABp74m|Ep|w 5ة']f9UC[rl*Řؼ1ZRl ƃINa'~]|q8Ւta%M4#D "چg2eEUltbw!2i`{}_s?$-hsqxWX/MUCT#)f[Ō(NzwzY4j$UBKPۡ~t(ry!ZT#ӑЅaiS' f3ƱwJ5gKb9)XCҬS9oAk#>* @ ¸Ul<HC~h-6C\kYPKZAL ݃vSMPyBandits/Arms/UniformArm.pyWmOH_1 a\Fmt.N:YxXh&DU5СVgvfya0ˢX,FPy(V׃"g2M6ŹP<&S. ]$%ٚK/8X,kD9$g edYL*LDYEA-r#w>"-B &mK9V oAs]Х\$v fjz-m{pq㛫cH!PR .OtͣP_<CI{LFR<Փue ?NǕѣ:5K8 *$ê 1LP3Zi՛1VƲȑ%s!KherꖣZvMw=d3WrKHDkd-H)=T܇Ka_)ıli{I ,k9簈Qj%DV;l0F7;+0tᰫ4<`Gm6~t1bylcKlItFG)[%Oxl)lE ?c@y}GiEk3!qFO8l8hziGF /OS3N>X+}ᅡgg4'yg͖q).9K3?x|4j4)pxa*uuBE =ĻZ=`*K@tqȰQw7H늁 ͜neЋxlnq %`¥աqIh< Xk HF<\H$Ubv#xg+Xt^0Rǿ$bEf,v3X:nEnf ogלGg3fgqfA- AwHA/ tF4JjNg6QVd| B˓0#D?2?@"Ta# .8)W58g/{|p xg@͍pD Bbrƺ #YYy \|zxtŮfD1ZU^0MyiBUϼk^8@jҋ.8>PQ!2?\IGMf2UkN:P Wn4S/Yz{1X4Sv͆ .'" KU]xVxݐ (5 RU<9&mK[N!,t[%"%uoR- J7@2jyo Dgq-BCT VcԽݩSenּWBJB $B=gH Ԕ&ۼg"<-ҏB@pc?5k* $ґ[OߞMP?tn*j) : 2"t_+Bw dnǵ7 ro;(ʽN[(AB/%,e)TT\[QuZJ/ 7w_koK ` 4?T~ʸ0BJKdXzK`Ao) I!hgI$,<-?=F4 -gyVPmE Agb9JZNG?rz*u}pCLe=~~*C8[`!"HnT#Xcj=QaC='Wzlˠ`d0QZE!iB3^hyq,5ج}hY P//Pdu -|#Or^U}k&V 2%oI}_КHb2'  2/ɰ{{$e|igj)IfHDK:4.SDej'0qتEwPּ#m#?/M9B?Ƨ${(Zb' <iv7/jF槓g^hu ĺp:~SנD0E=4?8Б20OatZ Q-Zl)K!fHat<+ 因o1PvW@WxIq97{'y wŁ,%r]Bz#F G6w$xbGs$g^Ϙ)P#@ zW.౼Pr1J0څ,@R~]2І^/ylľ?yw/U6 _g R`̆ߛU]H^Ã0\2ma$AOrwt'J<7ãAytbc*bب('bCń JsCP[ 0(o4yk-'s?C|PsaCsda. Y/ PuWqg!6S1BĠ Rm-"o_|"8Ԛ{0. ? *YݶiL<.x®vE(W [/)2'-6S]_vzs)j48:`TaWi8;h%㮢6 )dBNIPdREtMA `"AirUyݮk7TuT۠?Pwx+$|8ߓW#uu4P|}pa /Sv8⌡Ri$L$*<@-H c봌y c>!f\3@sqQFʛ0˥|xϳ8)|x2|h @3Z.l@KR?4Ac3\n}a[foo .Zz-@4;vD6ѨdDe,U m-x{g x)& jww]n~jwz]w^/܂M9eR`yٖߊ]TGα.)z_\Iu߲Ԫa_[ ;3OU2vUWk$zrNtFNZAJcŲo٬i 3uvݭSg9X/W|t ]4|闶÷n!;`; JNB<$ 1 C@kMLJ&qwIr/@sF= v*&kF=L,g NL /'P$JaP0{?^ufBkV_=۔_7UNUh7j_[f_PݎoUڷ*mG i9E)fcu7uR+-Qhkem]DXXtno(X~%Pzhw3\A2z.&7/Jzh2iWv<0Pn)k6Y;v-"652&sonYtu[L+Լj{AH[+^a+okS =YdD멤12ywNޒ3?H]s\O`jx+HաOkt \^E#!r6n+Nr%1^u%#6_Pknzx}AMh%{KG\$y2gyq~8>=JgSbT\,u(yty4NX.:=|ɛ ~ɀ'2| Yxdqx#)̃/߹tpݜy+'dޑfR|R)jHhc {XS''q*9BDi39-H wh& 'HT<בƞJlO[#f6sWsOj޲N}cg'^':#HPG`Ayqp Ne EW~^sc\lzqh,Q Eyq4GK'Lbtɔ%H"߁NzRzurQ^k <$1㡞x,)~.NS&Rԫ(jjN8գ8Mz,=*t 5Hf$.E!,ڦK۸m}&[p;9U)Au箫RZЙaƫ2~TYs{>i7hϭw#BqhDx5iV?Y~qj(:<ԊX$- (=xҀI+FYF =yÂsTd}vc,ʊ3I|̡y5,HfPKv]M2dN~SMPyBandits/Arms/kullback.py]}s6_WɑhzĹkҴ&M;י8gQ"dHb2~}b|z3?, 3ؿ<{ - ,+V}kX- -f ,w|k[Kpl>i&Y 4Y2ùн _[pww.Ā YAB +{ڷVp͜zatr NO鎲ٛF`(wuA >rkXnZ~; sˉ/{Kk߂X7˞Ϳľ3<mhN骦k@nթeSuho#"kHh胩J$Z[sPqf?%  N`"Yo u(ޢNxkhxEQۻ[ ~ls[FÙm }0GK>:kk=D |P2KL[+C, L@ESx<\7Ƙ58>{ ߯=ky_zEsD8U bdCwMBv`"eOP!aj"&YΪ@- J*Xp ?wHCM*Ƞ|55c';!%ZFvTE9,](K ^ay@wm8W\U=ju?ބ@w/z M/b:_;{r`aafbVPm+V 0;Znx хWOj³NNHgM  郏ZF3l=·4rX1p@ZVTJ[1|D!*QD$ԑ}!8b > %`F`<O^ 8sVoïp-i'MQ ]H_( /,eT>:l :&FdSGռMuu8u٤\#~X[ò=GŃPl1bK[>IK`Sp'XySmJ|ſ"ゎ҆E7Q],|\>b*Qpk .h@Op_Ị̌ P`Uua9n-'z}2Õe5M`)l쏎c69ܧ/xpy!мWG<(2 CzQDOEur6o8 J^ia4k|8YkVkTZaK,ቴ2|X 0δC` 0=7>LF_J D$ QGFz`SwFWR('.'<'h.'\'_4!64E(*> A_(U9)ײeUxGDP楶)m]O:_Nf~KݥN1 :䌪sTei#MKVD)HtH0 Jz?5aB3O/h=% Z$d8so>s4DċzRlc22Sm0JssoMPTjRAkpרS3n OqG`sLq[)+ga{5a]57b>紌{y, c)q 0fF=pa5wx#Z&tY庀A}$C.,y L<~QiHWOC]ʟ{l).reMxnUtuGKtYR!Xvbеv,$bTrDŽӒQn%R:f*@17uL(71H nR^e8vxdC"EYkɉlvJƴZa8I"/͐cƅ=D=YlFefTPq! ncbQ"[BS6JU#0t@RxvwBYK]UI4^(%JqC|t9'wt>x#gG.z_'u Udt6.z R=">~~z δ ֟L'XܷPn].2vGזŏ3R!AlEOb!^Dȣ3Ek-Z?b[LR"*pDZ;@܌YGwҮKJC|_Y/#^6*!:*2IG. g|lR'yYy֧*=() POdRFaڀBF33FWy kxX[}F&(#&&cMͦ$f(01&괔i&ө>)ebڄ ˥#NqEG DS7l&'\{?' #[,x`IW_|k#@5:pH>n|AKxwWd7/Ji/ sh0j)zDĤX1Kk2 zzє~5@)4ur[,G3zx`f6:ùQk3C=?1zdߦ41@4gYc_i=Qm}eUcc]k%^Ɋh@d2b1 ?*p3DjX_YQahLK];M/f0b2aa٨ n3DOfd%>. Xռ M,xFc'Vcz gMp*w9©tTBO^Bk\Bq~ {}c<%bx;c;#0md=a3;:cs2}=9ci[?ik=a{g{΋bnN$؛։',IEldjJD(A!Qf |O|0_x.ƀqL7}$ 5ƸToq"ĸV'SoՂGr[cl!.׺qE}Q x@յv.S8qc6d\gedOPׇǢ c=3h%d?s@Z2+pl(@$ -O HUـIi0 m7H;4aƜTh7iAʡ5٤) S N5 hMN !nNkqEGAW#|Isb_ATͩ!1h [<-~ARZcy>$!,:Jˠ&Ӕ l?{Zxsa>$\ Ce!aCâucᐘs:4u jgQEN%$̬w$l]!fMw_o}XCSQ@EaC< A||7J03cTY#xkf&(@(H8MB͢Ql.Q qQp.Qs!0\8JfRhZ}H# ?W(]E8 ]%FPtFpt^`xaL( ,*)A qeX΁x,Q`PqE1<>\OxPscWz/%~0ȧӜ~88ڶʒsJix-fH=%G|NJ]ʌ%RdyUNod ÿ)j^ks6\@(Zrچo7.ŧG9kc`\ ?'({[׆/c89x^[kX;+q(!00P_߾|{1CKZaŸF $.u!kA{]?ǖ=&^b[CHIWLWbҚ&]u_H$CK}Yd(_AuvOƧ(nF(4M>4&`o# [7߿]o`^y~y/ϲ z粤~RcZT$ m6Zr8C%VoJZBByUapZƜPWŇ4d-Uz'zy,Mb3E/1QEN1`ϥ0AA&@mA.%]ҰD/R7e;Qw' 9q E1x#ƵAoIO{+̐k~;xp횹ψ),o αCΠi;+ Hw9\ ⻋K)<~b-)y+Bm|*-ޗ4cGXV1@"BJA$~n;!pQ+o@CJ#-<ϟx踴dJI:.GTşzKD n*]8z X(xxK.sc{cȨNCulKy 7sxD ц A^a S JzCP5cm,ob,~Z2d1b(=AgE hE".z\#4Ԝ$%`o7\t4|Wa9@Ŀ|jKchh#@BWIǗ^IOѓU^A7Ȁ`ɧWv(,pڍ `WGob{ujAKX9?\syy4.3I3l KK)/ k&t 7J 6d٣LuB9>4 %h瘟,M. d&߿){k~@ZtfWsi|ݧm9XrbY[`#T𿪌: ,(ÞH0WxIe6ߥvor +yQAJ 5LϷG3e!襴:l񜧚h ~9ՖFHZ_}Mnز¢'}\UOV j˺;8d/5ܬ4m<LV. ^a2}mpDtVAHRWx4%CSUԦ Q/WBGCz]V6L@nY@|%{hź2LiI̼Eqӎ4}Ov]|B(U}v*l7>q!@j ЏPk ߪxPKoL33a5SMPyBandits/Arms/usenumba.pyTmk0_q?4 3a4 }Ȓ;yt:=zK -ӷq QڂteA꺅sU:QU EӸX| Wrҹ-ڊV)y0˗\pFbh[2 Wh1nPME&J|EV 竏t go!x80}jPe"8EPL@ّX H7l)`n9mPwCeq^?ѣn 3cqJ+{:,0\O [0 b ?N{`X{P @gR 3z[ F]-eҫΐ*,zT?Yek.`JABnݪ3Nӯ.'쵘R$0.gSTkY\OYQ*[&m( ZUE!5 jSt.A|Mo^<.O35BNmDu;̂lt[q[eF)'3Vi5EZIK{{BUJlYcP`鋮W G憭Dg六r JgBNJsb󹽙@oj0XoMrjTʉ§\TxU:TMv69,߉g,^R-S _+8*. Lp"Ax1PK\^M_z:6>*SMPyBandits/Environment/CollisionModels.py[s6gRK3W4%i4\="A E)G@y\!Vb?_@g%x4w U Lxַc ԧ@3:|ե(x7$eQ*1` + -̊bN pK2,ֽdKx˘?0;B<ۇ+!`{BG=҂dIT"U$  .vo'_ěH, vJʕGJ5+5ٗL4ۗ#X:O)K =Q]_7Z.'?@)X/E *q<02[Fy MR͊p+hEnɡêKVȷ+/0yg\!t~8fǣ{ hKv¯FX2DoߵgaXk dy; Jݡ|xܟ  lA|ЅSqȅj{U/d#OV.i `^8]'eZ<p{L2En=zդ]B͛uFeUL!/cO5'6ztRH~y2XaR}eIjA*@ay _TP쐊M6RKWĐ?BltUdWlfˎt%1 .[r5+#Z2i{]n#7Ŗ:@ 29Nm90Tu fyϛ\϶;m~ {T6_DgK%a;+cGs4]ەk&f\!tśA\bCn1K?#fAlG/ˇ#}ZOdf!|RTc2 xq1bD&fзRcmа9%}b}h3ۢxfD\UZ!!F#VuD^LLR,/;Bǔy"+OL btIb}C<8o9f3w;sn(2ht3npP9d o7rjvOax2ͨgqO5Z5a vvŧ;Fc]Juƃ ~q~ߧjV*+m[xƮ g*m |n gعRB/ @Rqd zrqr-`o2Z\YӨF[ )C]L*esΔ9xxh44T,h@㹅-7/>:]`kIOk"Җ w[ڗ,hNMtN׃^ʓD$Y'Cӂ, Zb8*7 ɿ{ll3Yo=`L y740\(ќ!;7܊Բ-h+;74 PBks͞YWc|ػ-.TwyL1R zg1e`!tRl͈4N R(/|)WyQ[4&:M<&8~ w{ڝK jLAt5FmPD˼¼Rrs#kWs-*}ª4&\> HJ`iX,YrZɸ[jS{c*G75Ax 9i!`[;Wv'(2L4 ;p1\z ؀ 0̨!uJ]"ۨ<]q,`e &/LI0V J ̔əC+x8)7vx3?snSm+̹Ulaj$T٩H3%bSg6jwUV)`b?uBKc̢9p(ZC \k9\^`b8fC-`;sP:71ޑGЫNˮSл0|ėKdc)p&GCh{o~%a\ :4mq$dR3rqoG}#8RbnBmT~v=[:<X]4&֚b|gB `e@֍xV{u FL6HJm3\2`3lvξ\m;!%PKjiM2`V4$SMPyBandits/Environment/Evaluator.py}vܶ軾i9#j]'ٚtm9юo#)nnqMvHFk)%p!\gke9M(BP(lI6ajYt:lC΢*/0ʒU9()UgdFUgeE^,iWd^qêg>DEJ!)gQjBs+"0ͪYÐ%i^T,N0id|φXUf3 Li&|e% |)ʀu^(cOxYY>~B_7鬬oyƋd(-Wd\&󔫧АOSL0u93?&R5a@τOB{^?y@Ҕ=@hylW~'f{Hۯ<-y6J45D-'O^ _=n4z0I$!\yF)Ԥ|8bȑtfp 8c,+a ˣDz"(lGz?EY=J e%tϒ!WxΠV9 <t'Ό9M+(ʣh7e~ MMMF'_>Q==HOOϢl ޭWyvXg9y!lXhzYZœy'y1aKX{LdQ 觳zIep(M$XK]^DMh{1iߑWV~uBqбÞQe( >U"lnxy*<޴ʗdPDg@Z%XY_a_4b쨘qzB=1:FAFK*%,f \Oay6R <ҒIo|Ns.JoVЉi4%? 4r^ExC=J&1{jg@Ջ˿z+Qo$+޳5]IV`Oq{Eb{ŗ˧O8=ڳ(< a*^S.*.bAN2b1bp8#QV,%~uB_0|*oU7Vj>}ybFXeBzu TZTn2!H:0z@Pi^a(ɢ .,hq_g|X6&OPrA <kj%NƀGkl4O7qBPԀ&u$ݺ|v6ػ~NTEa<@ٔl\} /7qDvsSl*%Io!/ScBR fCDX %=Xt _l"_SZz[_ijBS[rC[Λ\RHm9m5-;弑v4Y~㴩qlM6gM _ZVsZTA#okvAVMҰ+Ԏ چqЈ°PՋZ4ϧ8-%@r= *"M>!}MVfl**pi NKT:<-8@~ (ݎM[ *,c<es1E4:Aͽ29M猃A5W*hI4eBYk&L@VERъKO2S[:e}NΙD(~tf1kFشó8c3M<4Ҵ^PNE兲gŷkiLf# V aI [@mՊ( *y :@A ؏7Ozl,vlHm5[ ՋÐA:?L$ͳhpu@ -`;&kmu3}`#0k'wZCʏŗ#Fm^]_]ا딝-4aha@ԁI[;'0HD@5A_EYlyQ*ի $c)q=6z,jYhOI30 b]dl@QM#ۃvїلxih.[4/eHd.yx\CS/W۷owW߂$$ X2eO;1Di_8*ty Nd'qrgc({ut=$c}x9-S> V=624|74L^ Ьɺh\,˷n&RX iMQ{fӦQX:dHPAB}rr}}R17c2! c1SPgAHCsqZP*C¨vbUJaw&cEYi{ofv8NCi^w[R G= u ;8tBZQMRiˬl oDwPyMף<ʠ3Ξxd--ê5>a{&JVk@}0>bq')l|TcV$| u4΢i5A͑_rhƐ;ÈPBKs_o,t9d=^hA; 0]W0)7_2 IDll(__&*WRݘ5ڱ춈&[R4/;̔}!gmdw5ȎO{}SjdIՎעbxKv$iӚÇXzbJHPϥz+zT܍}'0}DrͲl <7vHk'XFLaQIqHShWI6C3Og)X#ʓu3F jP~"2p.KyZ+y o؛:X 5gє˥>C MSb,J^u6!kfIT\ʈrAhwv3dqzuk-Oa15^)5[ȋy9t uzYe{l-.0.|#=rpP3i%kc%Zo!-efCbI_hAXQ%`DMx9߹1V>x`阣6P ta-( y`R.q)رPR.1iV@?)}sF_gt^Z{Q=0fZ~@\Ŧ!؍P}ۥEWEVk+;m/ښbS[dןXD19\$OzԼcV(?(U$]wDN ΢"R״7T_T_13AukȚgIzNP7 kz+덎v"6lڈkm*/Znalbjӛ7 ܵkYjĞ\\ZhYP\ |[1@%/._}%&8Bo-z.Huk6jKŤq1 hVEJ!; .qysm& yJ= 6&r|]emF8^)%}Uo}3C&bqL/>ߪ,:6*`gM8. ϣ 3 땈Bu(-AVQ=C[Kn|oj&U @?Ān@%bQR3&IsB"U#w ZȠ٣k)xPzvd=w?٢/P=3Λ̀(pG۠9|49,q-]'ysZ~(I4S-PxVLω7*.wϞ?v0 bF(svVUӝ8y?/CɣӔo4Kj 75y7U&H#0DV_!R|.g\tȺ6#}6PHa|aL, qa> 4.w$!c젱P, yƄ*[4o$.Z􌯜 J⃩#'_{|[YMM7=ivd4twlf N`SsOjЇ (4J@mAffcQ%:cGپ 8\Xge\Y:"FH!ws!QiU+N^ )( Wgw!"*9;16\Å$&h2bmD궒r\ӽ`-!lpjZғF!A D8ohH Pg(0h;s\ql{NPmd4$B|6-0#mA)CRЁ¡OpLlT-ȚAH]R䞯Uk*o4fNR6"ąu<4*!E $hk_E~%8+: ?W4+8Q'hb&w[pRPQ21gh6-1FHSyBBpjt5 h/Ahr51l̑"&t1͔؊-X :FiƳ;w7X2r'N؈8bojEq,MԿ~Iu"V%uz w3>*yvN٬htClq[>U\y6V*֍l \-1ck09!tGplGG0 Ӂc=%ol<42vҪdbQ^hWty7vZbsl/K2SAƱe۠U²Jd -K0§fC.&`eNoKc\6 5,0dz(""*KhP7 ḲQΧPfRLkЩ P!J%4ONScj|@)bL{r^BAu |Ztwx;eH{!g'(XŹ3MƱb6LdBoLq ^gb,fBxjF(INPg-@ӜNw"Y^Lbp{[lhh?@: JF kբЫ⦠f,1MqJL] Qڝ߫&t G@Qcb* [[Uѹ1atݷEe8$,3*,,vAdd je<$2qV]bAMv>vnC fzMerǝ4 DoekvG,u&6YyBsLa)]LZlglUNTTk벚;ZtV4Y9E}4n1`{$4/j] rgcg<8(6v1?-dHDCAegaAm%<r䞴q\Dt,q.sr6fD-Չ S)jm6E54~5IߔjONґSmJ[oRXt*az eӢ8ferGzn蛒9I1LŁG:oKSaʣ"$ L&Fw G?yqtI塓 ;T9~ۃK9M589Iv4|~g>0o{`m^ ҋXk~j{3܌%]k8fkCh ƣ<kZ[j=i ls #Cs 6ƍR'XlzX#(MpBE%Aڹ]Tm9) -fMT0'ri qR %|- MOZ3 #${@׿=u-{pD xg54-k"{ Xw-Ma3/ ?=M2 `2CN8:Cl)t1`_qNqO~ rS;MV%!gy"rU,>m3*ǕY9hϊ{_0?=arn{YŖv)rKcL">]k"}&90!IMN >-o m,1qN%ŔvNwΧe}қN4|隭vL@f|Y` o3ӆ:A׃FQTҥnuqa"WDAA"ё0MyR|}}Mi|e$!=h'#њk1VM!U:@_voaV$Uq"}?*UuޗIxU0,oNf{u/h !(C-@u6WwS]j4E?<}g%7.$sWFzߣH{T˨~reRS XR d>d5Bx ,Z^IZޟAYB;RՊB/c:Bսϭ #\ku0x@?V`|zsΚ gopv_ǘAcBQEЙg7ky޺&s?cו􉕆XK#=7R5|uzn] &#EGkp0Zu$,-T. {pYɗ]rvJfxŘ 08ͫ* 66%>0\@:ہj#@L m<ͯi$k[ƭOxxBO2es)74O^~w`|6"VtƄŅVaS-AF^k4ՙ_*yC%CU骀1MV߆U:,S2N,4t[<?yݎ>l -^SHܺޙ)|{p|\ҨP9#bxhk8ǃ(3b=YQOJNީecyě 7鬲C<'f wM $%J^U)=Ne['ÅnJp~CK\{YKHd]CLG^[<8d$b2=uVf+q0!){xǘ>Nhyi *v+]ƻ@Llt:GIu}zw0&0p)r fF]MYkʅѲnclRidr.*S&-k ӛ _,ϷֆU7":0hG5ڂGh("g#1MF"Yr.H⠮I%] nքr.fXkZUTuRNBV`֧B4bZ?3yS`=쯧O8Nc.yfVu@m5U[9>U B,s#Jr)7$>6S#V*'$g<ϴ̇S[Ek/Z`I$nMJ́9v.L_Hڂ]QUq2Wk}k;lr0]M_@:q2D!\atp|(3u8تqﭭG_}E[7 {PSZ_2Sscvprߖ۶u,jm+,sVQ"ns;d!~숆 ʞ pUXhsQ#R_YcW]%xk #]-2r{nbes(ZZKKO>bQOq pdlt~oa|WVVw<,`"fr4M~0 1J!5擰i9v:0ejb[Nw͗ yEMam=qQх>I>+[869P6Py0JR>F5n1`xxZ@.@7QFg={!x:ѭ~xjho7Lu ֤(MHb >w;4;Xe}D!vy]L#*!9}_+4niʣ)Ro%?1#ZCѽQF/*؟dYŶ_0tgܕV8[ɍYK9D_| _`k]q0hC 9oz ݦѿӿ//߯߿h8.1 (`8C R{fP5/54hKBW;=ZW_麏<;D88QT"4=>MjRZ_c:C8 3 $ wpvv{ˬĦb ~).r!ŠaZ,=WvLoVG+i:] ERUZ-R; SւrKPKfMy A"20SMPyBandits/Environment/EvaluatorMultiPlayers.py}{_G|!70 '|s&# Ҍ232(>P+Ov==B<'f4ӏzwu*4;`tdjxTy;Wq2EɆ,Y"$bꜳ2IYeyA'Xwu*'%ﭼʫl:Ϋ :f^#͞'9{i>+%WjrFp6YEziOXΪY㘥i^TlB}(e"*x c9t0㴚q27gW4s^yւaЂxGkegHrEv_i:s05OxSpI1<.tƫ:>DʇX `8 /W27+^p;vwkl<.>ȭX2Վ]@LxJj@Ty>.yvYDCj7wۇ]' +tN_)%`l2O&˒(b&KXJ|W0;g#<견/8{?EYmyJ^edC<=;#9]@0U2 U*(~j?]sʗ1>@p*rek`sxwكF^&S;;K,hAc̈́jTYVJ_4"lx1#6A}OO??_>t#$\u>NA /^2"YZAsC86QE xQvM}6Y;g0{2zgWuCVGZ=A]zr0/6zT04ե9ÄP5_]]e[dƕaHt" 4捭L }!&NRiwM}v$BlEoxzKCkT% ˒bn5YUE:URd6}TGm9I:ٛMfa!j+yFq9g}B|'KD Y|j&a;Wݹum {$e:d0Y<@pWI\Pԥ\}82p2@n\6ARu;f&{/Jm@Ub*5sd1Hфj n7(Pb?gu olQY`Gna  P8".ZNZQWll1=~ 4hXCӼ$  ^C)w>2e; *IƻVO0kx|UF0;2k[ WX}qr1B=C-eӫ5HJ?'&؟RC@$P%@=Y;khG=5Y |Հo|IGK4b<Իߡ_@ct @#_nS+yСQi= }8@%Vs;Qy>%SWRjU/6#]Ҁ hg({n@մY.bBxBL<${c&3Y+wxhx d~ Gp:Q;Whfdʤ3j㓌_2Ce Œk<Ny6jy{?@ Llza{o84gqB{ˈO"pFJs*@PC[J4s䅀k<}sYnzlt[@/)-aRLDzf ݶmvAQX5saBe}f:!i2g˴ ":;xYm6-iprZr6una:[fI=YXV &2RFwq/\(Bγ" X[ >~eДȺdz'-y&|gk~?|kq7oހy-H~AINY*GGF+8?`nwٵq-mگ̋ v,B}ͦrWp u 8(==帻/mAkTyQeO}*/Z]I.70|CMTߒvF7|Z5;o8 n"U9"/lg?(>^ݾ;ː/â{QV:vC/k8K%k-ebb_HMޓ4M7 zMj$mpE>`յWzbk>%[B Pc] B/yoQϙµViI5; |bh  )UJ=.k]*wqO,`NIC#)'oycz>(Mmʠ.K(ڷTxkmK8kw}E'%ε${;i6s8i?M5k,y7-=V Ց aTOVmTr@/ ; e=<=Q&q12.;O?f<|oֹ sAU@8n5d(NW ![)8lYe:c)tV L6"6-z~^ ̠sa=eE*$D:ͼgS-6q>(0%Ez1UZP8p Z@2Q;|Ԛ$vkZqZmӤ@ z.p#з4o-?>+(viM?p1y0A4؈Xd<8u̐ D[z~(#^K?lDo+ UA SX(I8B\CwɾdkK:,~'P8~;ȌmBOM/SvoԡE.IHEa U!-Im"t(Bxh vk-k{6 ImCeZ++֏jӢt T6m;UZR3e(gc}dS=9^;u׵uzԙ+Bxe4'~氻-¬WMiKraxb0Z?K[LHܣB5`7xi0-u҇x!1$r<8_QjWJaVo1!2#؏\S'qd K"ŁP deƳe%iZmx[J9W1eUnՆz/]yP%)0DZ =oDgxFl$<Â\x#38)J:?>C#f\ݘUAv$"b7z4q3sF =KP@DiV%Bǫ.&9C0(H Yչ ucDtO]gr"Nf.6$&;Mak m/4W.52ʫ(0]HHrȴK̖̎ R[ZHP|q߆:Jj%ME"?6O#yl}|-uPT5f0[QS۵:\DXʬ!@GM1 y4XWK{'MC̾jM%% 9 4Q2A0B*,_A_y#JUpd2@ߦ#7RDDWn-lEyW4Nr4"+IF, @&wn}MPt뀺k:0`o5< id) lrQskE#އg`4EU1՜Zֆr>-+wzn=ww)Rnߺy#%BsςD#Yic"5#X^#2i?mI|0(mDMڪAGpحz]a5쬬jwm{.8zetȊaXѢDOƟ%}6Fl_ym.8EQ!(8Ԝ|U:fĪFlf-ԣs]K6. >W:50 ZJƑj}bN@Fq S'-rF5BGPI@d$^TFt;eQykD;r7T-[Ad:xLfPv#*S2ǵ7=N\~K#Uث;uf$V ?(EZLהsf }%UirUX-VlLT8'j-3)TcSᵺ;nBڻU`tc4X=qOA]+ ^;FD:/yl##ub Ad-O(]R8t>FIZ`; Kv`WC;U3.m: _I6Ⱥp MW>vNyߪ1/ް+pFuEC vTIȁsmxc@G9[ 1+1/Qs?>bOz][@}/k8  .ᾢUWntQhUG+2=q1eKyx+g)Z߁?\?/Gٻ,x-1><>/sžd7{S"Du3:x:Qk׉z+&mP=U;#+ozw4>+p}AX;f(0 u7 `5+]ۧ_k{`E@ 7;?u3`_%Xse|)RT7[j.We?Di†(0u*f-46\Ϧs c371ݻcAAѯHE R,S:OP 42$sYYYN ucqjςR–'rL|ƗtךZ1}̢,Rn=VN=%EG:t%R̻ڋlc b▫z5a- _ 5ї&g8 +LnUv^UPĐ(o8Nׇx K+,@22F,Uk~=j{kGYhc)E%7(ihI>F1 QT)}8ԏ:7ԚO&Zp1ZSP}1[+W\uM[.Aj;jٵcQjPf/xYω7]ҟPK!mCa>r'z?tdPХ3` PkD^-}r7VdEED]J酝pOAz-kßN}ȻE4@P1t]Imoa5Q[:\Ueo?`|z7;TW!. 杰ؓ{}Aq. Z LT0J:(7;Z"X>2v\,oڭ]A[5b]bG:FbÀfK_0r0⡆Z/M֣Ȁ~堽QKzӒ ["lW?ZV=rIΦN2ĆG@JrqsCzJYR{FזM10uQWBRYJ0)%6mޙo*5 S֐|bE&Й`="B]oenM=XiGrz/,u_7=l YK}R@y*rHPSP%ى+`Uloᦖbx_x^Mt{Xܭ]727fs ᇍޓ @pEk)9rpF>:tԗ Cr+O%ּU'o) \J&  r ;k:仅^7 F,FM2;M L.7=:K٠7'w_ϟcrtSѓ/$$*`Dm蹽 <)1'm|VضDgl}mٔmB;uXΖK7!`hpĔ)БW}^]?*f`mq!1פ/T4y~eYoA}diRWE17(/H Ҋr)T&x$X:c6Wi-,WGZi3l[朸զ֤GOc[CmLY'Jl&N(\~7ػ WIA'bUrMfwF!u~mz=4^0ZtgskPxǴˏd T5,ͩ[eFNh%t57Ss8z5\f|o(Ɍ(HV@F&INS҄ԝtv"?z gNcr=1;qt -}WۉsJ5Dhg,Q)LTm_L V!kN'$ )箃obq_&m҆kNWjQhٻ!U$,ppnoP Cd f6͠G+%Vn%o` =?dx8aR.刯/4J)vH{P9pӣn1;rK9 F`2Nz])nlcK6iC2˴D<l.7I'>j{J_ 7˪ L$iھoy}x?FpG0\ aWIŖ擇$)^V1WdoWaDN5nGctG[qkVFa9SbA1FnnyK@u 0(^.iɇbc|X,s>9V7v//|V^FD+ FIEq^'Qw~+!z>/w [m@l:<.ZY*2>v"4u;;%S_p ܷc4cXW2/4<Ȭ-g}H'Vx_f\.3MLs9~uS٢wKa[_iZc8<_0=;Kxr5gd"Ryyi0Q.ĦToz(n/Ə25 @l 4p|.n+-{jM}n;$R9y9M@}z:a;&-&\|;{)Yd5-p?f4ҡ@JM0UbRe=I4; kJ*vN~y˒pQ'dHW 8И?&nM(R]HX5QwJFzz^6\ uT]NRgUQẔMOrk9o',\2믇8YHnBB3W'QY"rͷ!jTq<y'?71SŨ|!s})d(s>#v{Mgn Du%L {Gĭ?[mSejfgcktfc|=La'cܶDL,@}.kvjXJlWZVva&Z2'^{aw9Z2zR SܮS^4NdyʷSjWL2J%nZpF䙃]wh`r9{-K g 4](b唋=:ˠq* {kxo[>1K* [W_[ƑK)AF- й?jyY2D7#,2>MH=Vfݚfz3 :mL7=VsYY*}K#6BLX{ /HJTz,P@$>]vɕDX<+2Y.uX%/ܫ#!ʁ]t7c-;h<g \P 't(otOo;cUz8K /ouTܣ6`l2n)JQJˢEOrr D8b0ǼtO n4.+LI N7Lddx(鏐R@zE+M0hUo`e")Z Uz4oy_nbJAiң.J,,RnajYnq9w^züIrCO'F8k;~͏IHE:bs9Ja=Ң kTRܭ .{73K1OWF @/.7)?::#}H>bw`'(,vH;PMTRvZvT6`4JD"{ժڕku'z6tX}i9jTP &;m 1 f^ 4Xuv+&<&}~N*> , h:[.fhWj*f#HIr7? O\* 11a@l5y6ƙN+ []kxx`R/)\=Z1LVs\/rp̷cGb&i0@a嶎F%&.w_~\=ٴqvs!/J}> $Ț*C)wd,3s7}!J.*v,龥]?EާyhMLd|d@ vejE!Xnhq*G~[NjT؝bK̟L!<-϶$! Om̹h@"G$w֥j.dqN]A0T"g#JB(":.pw]|_l%FHJE\h7ޛ+4F~2f,ԅK%|՞T+ȧM=ےj>(VĨ"MҼqg֔^DžJ]KXJ܅TsP]{!C9IfkWߔĜ}]J"ʣRMn,( -}Of Nd&RpW̡%/euYYt hd7%Sª;XsznҊ{kvPYQ*jnK,Truؒ%9cix6\)f[vF֧3cm",e\UrV9~=Zjz7! = 5glDQH"5gv[tR&PӠ|[{H!Cuesi%G8Du%/'DrY`ThVY7SO#=uG1r.Ї^(0л3\߾MA:ʂ9;MF#0@AT[IPu*1 (Bq=7Kaq9>cbcY~,g1v:tG]%d硗XMha(hi('0]eT2F~ejk=*ͥ3%}#nrMa\h},SF1epgp jÈr~"E&gk5F wt$kJ}/0ƿ N_DFR͑LjXp.S$^ɿ.I:c.y6֭L˥KE]D;#># .1V?y%~LuR X/uK>HnF8e|բ۪>(NC  [N$'Ww{rm^:Ɂ&>Np!ԩ-JZ =^4׆GRg~{g(Vm ֦CbzѫU9 *GlɄ*\IZ/766psu]$2̋du_m._c1Bb|[>jyM;G][ِ1D42&v:?bj ͌@ ۔m ByfVzX1|QbQ,RA ;.5ܵI(J)6wi:"/o6]kvO Hgm#/!K)oN#/:<!EX{G1|5}g oN;yE bS _X U(% 9YћNWH5jiX4;n cQm!xP->wsɁN>\';Yq1R>EH3 `D@1[l TDXw'FzYfJpU/yO4iqN,PL"5U2c] |R/n  j>rަ#8\: 5`R_aTz GS+<3~XL9ҊNdxKRd&OLWQ1 geLҪe]IG:(jp:&к= fR 5LF` Q:iO[ V,U`BR QN0T<}tB4%G/ظ2|)03y$@% 0KYY,k>P|D%AmZ?>EVKgIH<D&M,Śz)tV_>B/ud(v;5_*H{蜒4C ٚȂ ?r.D60^Z~AI,A/:-\B5g1)q|Bܦ 'f:Qr'MYp5ʻ1`;m!օݢ}R{p3 M]lM^d$h鵦k?׭͗ay/~011l<,3eV6{M|erD2-@ ?B06 N;=ID4S'ėe=EHB:evmH'4[90& $tkGj/`>: q_Q4~p j-O,.Ajb26_h E]&GAFm4iHCᶖU, ]oy(Waضp3@(㨝| Bv(UVoR3W1v\d>M4?L,zjzC!n1^r hGm,[_ n mlTzp䌄@T>dv?@\@UPƍv_SQE@8 | +vo pC} %Gkخ|ZR`Vqڻ 2I ژ. p4.+ w-mIHWDteK*cѓe;kltQX;s/,٦zS$ध}MhRrNڗQpޗ?ߚɪVN_>KuRPRa &m19*aɃ9j[=&LȒ+|B{Ţ-1 7jٶxT_AO'++GY| Գ6iP[1GoZrwVm'=b O6D$ڞKMur!vW|C=[oo/AvPKfM )N6SMPyBandits/Environment/EvaluatorSparseMultiPlayers.py[Lq gױ\1AY8U(yta xK ıUL@ 8 8/E&[sN9gQ>/SIz7CvNrĞz8bxvy][q&=#um[[ƾH@,NbyAXBKPƬoÌ=BY)@P;ÿ{-gPmEk|V-7 X<}8 ,xˋ<3c`Qh#22``6P 'ly^OcȞ|&Ϡsk5R Z /O?qXIKoQj; fDl/-h8+ 'O~ _szv,Çi?A,FRX]Qy1(2>7Ro1|ɳ ϲ"A6-Rƣa6˕V4}Ё2,ڀ% 0,̋0.2C DŨ0]ؗL"#_A7zl_i^êth>{RKW{y Ayܾ^ ^ p Fa0PYٍ+LmGQ7שa:V]=0X=' D,A.|I \َlz-ڲu,竊& 9 ks.>bvQAaˆFMunU)X4{'x!KdegmI (X8KA}XwEXU^olp1YL,-BY֣H(RIU8ɯ 찯3LkFlR88/ju>cL?R/w?i7<xIO 4Y'λJ+ocb^mjWֹEY"j33Ob>Plo` H7X 6VP&3~~ Q-Ŧ~[ =[>|wl۷zœ,Վ{Sxģr. SlwkZ{+u\Ę:jS@/tbո3U3@8U BcjBy&)!< bU^^hgfnlĬLWku۽*{d3DhLU~AJĒ]c_m*|1^)8ߏ.؆bt*(kq:6Xuh?ZJKc| #cEoPLWx`M MTGN<ϢO;A0\ś=D01Ӽ'SoTkޟAp֘]M{Ϡzf| ] yM@ꁳQ|I*!Wjԩ*'JCIͤ#͙v׻)_t[{?`} f1O": D%_@`i N 6g9e6޴شro<*ڨellHwD)&6N7l48w(.L tEh:tѬTD㈜MN"~7U֦_˞ wc<)вpP꥖zk},\ڏ`#guLQNGMbE``5gWZ@%!G%޽d4`>b취#8~6֭!HD;u/P'f) $lP֖X@Hٚ7|+cKΥ6R0m>tw$(ʒĮb)GbClM`F֖A3ZqGuhgxi^Q]xCVge+%PW&U~SMaӡAߨ kfyúF=Fc3vwZn%@֦(0 dNZn4L nt޺x*Q rL>Z1U9ruO!T>#q%*hv9 #O+&N9 t+%- W?`_1{@`0O5m~Hn-h-k.u=S9PjI[t{\x;+}={E'X_2l'a7wsZ9ͧ#j#ux3;{1涊i)n\0ƣ5 xPTU6lU3Ѫةɓ5OUirRk]VŞWX SuQ4b-령;j>@ˢ+?3SݲNo)=XPwl8~Ra1f0N& 楾PdW]@ƯO4t=<ŀH܂&K4zhAkꊿߺ鑩C*}c z pTE㎋B^M/Ɩ \*j4"yc Pum ZtAugξuU,&`UdLHxQW;AwPT hᨗu I2S!^g@*q/,E$UCSc48}+{V-;{‹,HVj`IخgYab/%"LmU8 tÌ[b4.kg;JtV!Kۙ1K2)tC|Lj:QrgXC/X W6 Am:Tc,Pq^z;An!A,j@%68S"v$s)(~'P5'S${TMd+j[S7⅑-N oDU]\+uF͠ 㳀{nUEc dm'ֱuve+٦F5VPjWvE cWֻWv\ԑ:(^:ү+\n6ݛN:-IDʁ-=SojnYSWvzW@&BԂۧop_Th8A\jlYޕq}{)z;!YJuZULgx_6i5;CU8,d"4" Xc.6A' j K_.J{k`Ii꯲e:EڢFV 'LiQpF׸p2t1< |BDZmmQ܎+%y6'<:fE<54S)]%e@ ŕM`:3ku] O},f F#Pp j#9ȟh_}_MñU9}Y%G#)2 Ԡ ?+Ƚ$TEBŋ&0l$/ml&]<<ܷ>э\g&RvK}/33LwUј/sL/Z꜏2:c9+N\bRe,].uPaPA9=>~NEPKs؝gPhmpIjv܎syS>+K G PUU }Y=؏ Xq ޕP $S?ͣ%QW9sڛMtf|Sh_<.A:ye{ PKiM@Y69 SMPyBandits/Environment/MAB.py}vF=ErFBє< O|Ke$ -  pP2OOu+Р(v[$Зut'Xg;_㓍F!ziöee%GQ2FOK9_'LF9🿈HUqD (2Ӥ^\ʢ(ΥY.33)"yX )^,a"@ 4.A7g4JCS4̰E~:KR'shi|ڙ/O"[6|rx  f$اgO f *Ke&-j+Iͬآ6` : rp\F4zBy<<_ g~:'gNUqKw!E8'y-A4)dhe4EQz̀޷\޲VR- A(76ųV(+3Zs<$R\XF!mw h 5,3h `"Xyz5l r`vzНol0^EW9*Z;bG+_[ 7ɋtCNwpGH"#+F` -(>(sEmlͣ,[B.@xJxIWK[,r?8/ `BfH H5%<$ #!mo=%Y.ӸQq?NLw+CqI}sZ .pkhv4;9p2#6)lZc&j׾bŻ8N ) (]#88 3%yKhA`< )Nb0hrzGٲ|⚑]-AioPE7YR5TYI407/`̇N- bDBZإmgbDg&jW[t)2-@%g{6z Fmu\hC 9j(j޾E8^rP5+V^"Gq&4ˆFxB?>(\]ou͔梦`J& _|4MsTv{jxft&g=/yC#we`@1x{#1xmx34ZjǍ]iIk qL_ϷC@,d֪&6kR!١8]U岷3 Vthp@2kVӥ1MKW5ބ3_RQ£&g7DZV'<u`>{t h)3 mw5OH^RɊj=~zn4^w*rr$yr*?YNdT."zfPJ#0lǍW +ç8vOt-/d6:!M<,ưW?:|v#n({_vlr/:~ݽI]FR!U2k8y|v&3e[H(yի&83^ʁ;5EwE^^lY7z df+])rSWT82:-!{'ќMhauqܰaNHlm϶yq1ب0Gٌ߭k,;raN=@r'cE,WQ7>loV-U}=GgѼ߹O8{]Y[*ca8dG--2r"XEϋ!p&aG|![A 0Ͼ=q6M7L<<7츩 ty. [M#9W\#ߨ`ۀڍZthsv_Fx>2%<|U}x,ʀCO$q6}&fbVHwORSq'q~N @DQM?3ʀcp.d ҇gULgƓ̈82t /i>-͒0TnCSd#MT %OzPL%3\vԕwP ap1 F>@qaĢ Ζ"*6EvM;(-MZ`GMh#_ėS $gv-]Lr1Ԯ+LPQ'Zߏ0|t.I "9A4cct%mxJ)&tV8MqbqN*Z8P̔Fm>5[v;_z) ͼMr+*;C*;/=x߰Q/g"_;}h_g=vvM lF%&WSt6[qiD8doH|.v[] 21L晜"wYБbyVUWi[*:,c㰬|b"Miѡ\i_C. ݶ@k͟8ݶ联;}*gO,J\ca6wUc* sM7Fb=Kgu.kdfW$I&u U7;x$v4~y֎F+6nukbDыs^|sCEVg4f.6ygK:Ni1͢ Bt%gdNz W33$%Rezw9xu즆OɭEEVaq%MG!I_Kjo`1~[}~ҏm~k ?{ɘuyQeQpD%~I_U}RF;1˥EǼ2.ƒ\ ezB~ cR#g/F)e1,dc871KNM!T8]ɚqtJ~FB6N\\̀o:!R\Ɓ668 -['[P pMFIWR+hYig*(21Z,aI{פuKCB ŶiwT#cؔ6Lc] \&ۢ Gh j > 6l)ksv#6a28h3R~,i=VFco7CwE6h\rb#^ v% R 7lQ(mdiiDIZE󿉼HgEY B1SҪt1 AwpA: S?ф!VpEw 8s<N"VDlH7Yؗx>dP]}: ^5T4 $*B<2/r>m7O76WOi}o?KÐXuJ2 nWSvQJ uGTA liyU(ur"MheVz$v_iӍ56"%ӮNe 5ZESȋ0grz Yż/"ָi t":wk־VחR`cK<ݵ5E ]YA+axep+ (ZMBq#YȜ2+Y4$5dSiiqNiD'hguw["Ve\f)[T: ] ׾= @|^\H&_*uR?6jFW5p[V\_k[Emk݃;!|z Êڵ,ϐ>;* VP ' 6>krVאr%4OlZ~)}KǴ~򖕡woSc.VOu$~=) 9Q>'y<+.cY7+sOkF5:~Խ6f^>5g ~&k^b3_K}776w4J8_Q *{|ˇ+E~1Ξ]+R $^.g镠`j.&a.T\ϓF)Oʎ [TWSP*mtt|LhI< qaamAuӅ֙091'fUV[\Z PJ#,O^p@G gPFߵ.kV>moLC[\hqc^Df!) ZEA*ԧxj{mݹ\uuw)?]we b|m?Hu0oC.h+BzǨ9|]0):c:.>@{M`}ٻcj3] .k듯tw;\TnV@" S;&j&{Hћ5>.BlSpA)퐷Fj~g|iJ [iا?$ , ^7ZBM(u|jkGf51"2O? 9b? =d󔇃O0 +/'J`xV4_&7v0vqX7֋?Gn~(??~nX#O?#\8.o4VʧtW(6gp*| MMJ0~ЋJBM),k!7(\} ,1,o\?蛶R3u >= n:k7ݪPG fZ26? eqIM&E,G8L~넺fźα+<{mUJߏƲY kp4em,7w@0ER)ɱjĐBQ%yNu%*Vb+"G*4Iq[t )!|*j Oq9xRNm&"dGO([H ǒk40h#k8ي6=yxBb"8| EFtqM+y#%.sɛ zLEnst 45A&|az SUj]Z4F#T-fMɓJ䨏Եhe>XV$ q.x1;Rnm0qi0ߖ]N|ܕ ;sbkjTp%LSoމSXjo[ǻ_yf)1׃>Rq-o^-l  Eu)V u9L$Y'X;,QN9q^a^W^Ee,6b&f M%2GiwW]R)dls6QD88i-; =?6q&kNS2LXC |Y%&,~<,bu$Sr+R(0.z I&(>6fmG6'܊8 I'JӺ m? -h~Pn#` o:Pql?Py [OP) KfhDNשf6N?fLL>pܯ2 YaUp췂ZYU,(nG}Lv8)S_DvI;i&Ο* *MM4('%%Jd=>Qvd^Hҹ]ϣ9UW==@O%o^|#(&̏Nkh {JeB]>4k #d񡹍"Ir<\.!I5JV5V mSy$Ržicrm V7MUO];NK7@5VGQ6LܶG.F`k^s7G&N#V#bM Vb~Rډ)r -eR Uʱ-7Y+XMtJK@́8yd6Z6Fx #Z64ϼluZ90L:m,ۊve D09{=[ fc "?H2+FO#V wd-_1O%Cß)/h!k_@sdlg{y?VOC4l 6*mai.+tm">+{"{0ݺ60^ܑ "yH=Wӻ)8z?8iqAZFZp[S+ hmoWۿܾXߛPҽ|áy(ưDv}SY}4޵HW1ejjO΀~˺lxc VU+v2iPɓ`6kVԈ}Zl3(qt$t/nOi϶'TH,\ͦ{Z^ [kwaU_ aLxE;',:3tayʉ*35`K3ezov.7zĩT+)ϋpM0q=5wC?(c#cYh)1>xU<3n\ڢ-@fMWѥWrlT](1n\GHlG؜A,ldfL7oޣӮhq7Ŗr"{[RJu!n[<׽ɓ ȶR[-0!7b{'PA o9D@˾waUWې`cxprpgG3gUZ3cTGҕ0Hh,량?5E\$Dҿ?ڏ$X%zQf"oN|C.7x?+Ԧ(@E {`=:|==  Ngv=q_[Ī'ofh#MohTbJ!z(|VoFtvi /I_ Äm0H*dрeX͡7STk:4l<ɳmq^v/ ֦ⷭg*/ȄK΢niM#o-Mg}Ϻb#]JIB&rrrUU<ҁ.b Ɋs:Tg0YƁ5R˰ش  {H& [u;l6ѐbS*z-~ŪS8+3( p8۔1#gPzϨ{7)iӮ[>ZQ>QTsX"#X.56I48nZC=>gQՔ)1}fwG-W195l3V3 -p'q QjJsRE1HU훠I4-;?e%9s~GiѪl wj""֋;Hoq Gioc- JF}DNs zo nMp 0[1k7Ė;8sn(?@/r>IJqlb/ A[!< }ʩv!M6ɳ e2@֯N m^q)SUw5 ;,tO.":`daT"C>ֆgdF7)N6ۑvMKu즣$\akvh"ATTnR Ɓa%!c1m_p{\QoƧ2ً)kԾA[|ZP<Y7>AuK'ٞ6MF 3bGFwpX;oeC\8YNnM4bz6 ܻKt)r1'NTS}Q ? \Ĵvuj4L~]&nB&QbJԋ힣3Ssu{"FF@$<5(jC Po|Sp!MN1TwYq-c3cI:Tţy] 2a'5ŵ^dpA0EdxЎNM=uEOF-NGL:4y1n^D 0{Ա\댏!Z5knkșgiDW-pF E&U|8hhC5g 6CAB7ɢ+x'W:9GPlTN{/0=&QdԽ_݁r8'RDf&q~A۹fݕ%ɀnI]pwu/lɯ-Ǘ믿{[6\o@}Z'Z][L T/ݫdwJ_(0SD:ɌP=Sd5_8Hl 6c`D3Fv՚G< nlĨqbe U f砡?Jl5J/j x6OGYw(#xH "E'S- :Q8IsI M/`cYPPKpfM!!SMPyBandits/Environment/Result.pyo0+nKjEC[Ҵu=D"x&-w)w>0 /sM>jghϨi#U A.Rr>:eAd IצV$J*sMT Cv0 )+"nyMIj(,`f[Z,[o h7uY54*/1ۿpNaK#9! hu2Ü䂛$h,F:m\d:٢6Lu%2tql<ҟ?Vs v8q ?iϊɥ/s3V72;!U@K&qHwh5*~G%xi*\PC3F`E 4LeC!D%TYtU]!i-í8Bx0ڒl"Oytݤv rRa"k,ٛaZfJf3 MwCaUϺyxuB=Z#dQKRsdƖ`\Z-^kJRЯܤ;*G@J{T Aᥭu/ǭ*TºK$BSqr ν.FX Q{){ossnʒ$ΏǏʯ^gP~tGzꆴmpVp"33Ϙ锉 XnPM9lailζc3u1=S9e΃<7S ]0^!MPK4EMCw:-SMPyBandits/Environment/ResultMultiPlayers.pyTMo@WԠ&zjSV=[퇻&%kpUh>ޛy3;CN\9T~ d0=J;;nvjLrxApBU{a4R(>ReΈ*)QXQ"c Ti\l#J+'". awMūB KxEK( |#+p= x ~}$IC+U;e$u[f~2ϲ*j`$" !3Ƿ Eh9E z`G7\w)-"7PA9@1cmm n~Y/6" ֬" [Ek~WbL&ח԰6;P#0J Ј9Ҕo S/[Sussu_F)8++ݔSzUZ3/CSJ"LK2v2"ZbݨSp!}8i]iiiT>8c^3SK5_NOL&tm?,F3txz"_9toMPK TiMkBXC #SMPyBandits/Environment/__init__.pyUKoFW KPBS+;AԪq1;.")ˇ=7zˏKl-n 5˟$[,P 5Z*KжXg֕B{h{4;CXv~0`.JQ$Awf\YTs輨,@{OJh\DN' jR7;E%/dɭ“p-H/ubj'ZTҳNsɺ87!rhU&*.6&zq5켂GoC<(i>FH8`}Jol-KC-F8^*nxW)O<TGk%nGiz^H.aOۺrg:'FRݦQޢD3UgahTc:)<ƒlNUyk_ȶ;=o1!!Ԛ#<3o Mjq'pp(k[?yNVV(nP:<0/>$ZI&3>ϝ #mi6EC'xt.dȫuGciP*qVCQ4]NQ=yGq1޽Hx'[TNYVرq_ahkf#O_Yⳕ`3 av0s~'s< b  3},HJvgL5׼*/_ߚWMRA=^Dݘ9iÜ=ML-S䞄)fJ:2_ŗo>taX7uMA")lByH  $V_!NSͼ2`@dtEZɂP=y9|~Fi&m#*(Sy7 m˳L_LR+a鞄$QA+RaHj >SE/PKwKqO%+SMPyBandits/Environment/fairnessMeasures.pyZs6]F\(G%޴c:c94,Br|Q.(1f a4hx9B)BJ6Df4$EA4rG( 0MBf+2Q"i%' )㘠s%[t%(윫V}r0 pSQqk͹hR߿Ei(fˁBA;ÈϡY\_N^:T6ظE>W<R0WR_Ɍ$$s kb5J.9nP :J♯N{ ;+B&1ԧr]BKVƨ}R0X ,dj[V>Z1P#JA FSŌXZgB%R"`!Uؠ(ڃ{|Sދ܈6n0'{2Be\٨)rN5]XoɫV6\Urrz<@͗| i 2Wu%7 P ^HxE`f7p[Hu)9*ĝ[ªr _+P,[Ыvy,`㲙`m^&º꣨ZߵgMxFQGGC=7%웅Td{[ei DC?A*i葛2 c"C7.|5`l%DNzF\T~7z^| V/Z&O`1.*+E=/N}%l@f+j8Dɕme}7a w]Q`YFOO ]Uvy8u;/ l4!HOTDVD4s0(I3U5\WH{U*,{} Tx2Er{%-N~siJ Z?&HUU$9?f 0\K.vWt*yN JMO8 :„LPɥl'I9`'~_*0)#wjDB [x RQ!ߔن5tn.b"XWLochCK![MGW -.P9Us8b8L{Ua(-gL H(=dNVvy+ &:;+v* )G ^Y,̕ Ow95p$3Kq~~[֝($GGB(o*мW E^5u7M]hcneU'LC,BUўo٨zKE_>Z8(mv+0ngzu;|6ܸ?M֋Yw9Y6n%AvƪhI.`^/IJ:PK fME@ V!-SMPyBandits/Environment/memory_consumption.pyY[SH~ׯ,elc80J0ʖ햭ETnI|0U/ÃOlEc?8,Z͢qpHpE!fQ2PXQhƙdc!J?yi8}4)Q$<,NEIeYNJgdsn`5ndp .7K"b,)=8#>s  -'hA߂ԕUJHH YIG8qMj㹜BQ2iu[?Ld*dO,k[2ɝw ݻw ;iamzLH7y2i @*S;Kb ۶:1Q 85Aƾw3K}p;&Y)#q{>frzaZ ]{"Pv#ob?^NDu rDCamN~a۹{Ad3F>v=6ѽɵ%G7M6Y[2e ”>Gv0ŏnRpG"FRJe4C4pvRL<P2d㔇x|շMrg<|yϐ9Qʩ0otq{A@kQо/ ӋZ'&B򙰩D3ĺ"~?_:E }Qa*@CU ߇vQ,=VU7dG(a۶A<# ĐsҚadġ7`{$7ӈǒ$) 8uv|uuyF~Wo(CJ Tc7_NiXXL'~3AI3 vYAeBKėthC/#PB\pRz@e%-A%C4wKӬȻ"OAdmG3;4r/*J*păntNOM R6EDy֝h)Pl=Ԙ=dl梳1+x-K)9K;@ٳ(Qd( f@a3{alkտm_<7m@V(KWCŐ6kg59U@\1;ͧz P-c@J9v(uь)pRܪlꝝ;'!5✜~~8}u18i6˒Ǜ v5i=$'B'ѹ"_qQȋ%_W]8=zuc-$[v~J(dU7u+j5|U$ٯzROfW3}̺.1@?G& p}SӤHhu!Ja)+]j.j\{ԕt0`wՠA쨱j']t9`ea6Cv:Ł]vJRU`GFA:N.EĔfbT'B ((.nbOa9G$ 6mS٣vY˾U(JQ' diU^Sk>%F3–]h`wPnt{Q4iv݃nIU.vSTЮGT`J>,̓fn`qOsz_qL[.Ob pzި7RC4 W.z6A-`3&j+gw˕F_wHa H$:b5N(hP{*&:9یL$ gj̿rNe/({~V0iDYޯ4РaItnf5<}P\?4ЮˏWNj9GZx&yUhm`$}JjΜ{HSaX^1.ry}'ss"JđDxBĂ[G1qEĝer~=$4S˓t <]/gU뇫'>y;(Z&yٚ$Wť|.u|JVCQ0J׍Rdlu]FY7!#XҫગziP+_ iӏA~շcM"e76(wY2(0~6qcؚ6hB?TShC,NOOx񎜅E5R T1񥤎 ;t4|j ;+f>_jdPKNiMȯGP!SMPyBandits/Environment/notify.pyXmo6_1 \LZC^$qvA%f#H7|,9NŦw!gze3a|G(j&xoʇߙ7A %ub<~B|% RARAJ`X$0 RhDs!M't^ogB,D`x*%<)hk)̔*hggVAٝ+k-!Iō#8}*i攫RT DI [D„R4!pxJak÷ʦL깽^KL3RSF98JW4ͭ=2@Y1&6wqL- +rXQ)qVDK\Z锪to =JzRV"kkQR7G[TscJ Ԍ[bZ%f2:<5#v=x|_5QHH8SAJ> vy!BT"r31sB$&u(gc0eU3LY{>fizn>T)eOm6V05(6E}g@ \Ed8@Z#euBU4GMZ:{IWVMS5'S|,igцa4"6AsVЖf?E^8 -(lNN?6Ū@Ч sӪ~H MC|eWMtUĐ YDŽ ҖPJ‚3auKĥHo\m:BE9Szp*&T,z8bA^A}t=ab"[9aGċc" I- w3mzsz}6unU?jiB4Tɟ=6U|2dKE2F8 Ia 2Œ;V0+v#ixtWi'}1嬒޹eә/lqkʼnSMD4~H='򠍍ժ)PjxR=9Ǽd&Lj)[7 }|P{Zo >b:dG=´{ p@/$~)QW9R6tMt I0'GZ 둨$ԧ-YJ 2S Ji򑙱b-n''!zL̓ġ3PI7=R}ԷiDЩgWa`gv}Y t}ց#SHw:;,ؽa,x]f V]Ĥᄚ7VH kjJyb7q|s~w~|xDȇ$xPGI ӕ/՚) ho.M#0 =˚}G/|gvJ#. !/(Muߓw q5.i)tmNoZKB:*xsj=4Lf&^Z}po}7SvҾJ1 cҽ6[3K+)ٿH>Kr"lp"=M.L|EamL쯋ݽ%7wZ7g8O%sCȃmnzX1n+3yW vKk\t-{GX:4X; 댏kUK1_C $2A`ò,j?gȺ,dLEqq[~{ƍ7j+>~k9+-ad Bc5Fmn6 >mSVH+,հS-9W5U7RȽ5@"Eu1eErf}`NqLFw#VY܀${wfJ{AߑC<ʰj~ټ1]`J;IY忉x\koVwXJSQ䐵;؟֪ݗ*cMWx_'u4,fee@8=8᝙-}ozzg^o.V zPKhLNmO 'SMPyBandits/Environment/plot_Cmu_HOI.pyVko6_q(ېڠXIe؇hNRTb/!l 6̀mu%JS }sJW84-D)]0AG3ݐVUPxwuTiJg,McV7jJ)7T[3\MQTֵ UwFgPAK9}[Ỷͣ(X Xe;nN:̿.@,c^Ֆ.ZLu9t\R`FI^ȋkh.LUEhk~sP0AiDm8"OO6kB?I=$(8*b3_w+s7\W=V">+y?Oc`W .?-Z\ R5+_ï5g,{{5%ILv!d|t;d^-Z?N IoJHs3|bSwK#TvO{ڙ~`ҌM\xdQٶɲ8fڶؐaw,f(3ȿB$ nӠkxC%_YzWh mN8ɓ?}ӆ̔ܽـa&6^[G}4muܼHinRf?F#oE1X8 6G^t}<PKggiMm 9'SMPyBandits/Environment/plotsettings.py[{sHߟ,eG<|l!"a`/kV KCCRu)ʑէO>s4p>dY:kћZ^gqR)$Ƥ`~`—-x,(\0e(D2՞>}e%)_<]~(E:kngIdny9;˳uҌM%l"2ue4Ls͂h+?: pn;3g'|.xr2xZ6oOC7m4㩏b=L eal_I'QKv4"Ed >fo!1-WiKI4E [|"fLBu$ae[h ]'\ ml[gz±gLkEۋO܂" e[#lIM?0BNg0SX2 F2|b{0;txdC4pݡʢ~LwuhͽTA_nܷ0xdC8/ud R;7g5^:Sexa(I9;=~=Ca4m2rRp*K_DE}7CP~YW4 (RpTE5b3Ϭ8 '7"t4ԝp)<1&eJEKZwwܵc6Ւv]pȮ)˦^;G^JhzŨUyLPX?2 d˳$v&-1ƾ")-O*wRG#:yR^$*Wi~%Di hhOuA܀Eg!b~\ ߢ_T,I`?d.ʮcekhNC!<*zh tR$H NQVYNh.cxYw{NS(4MHMɬNK@K+Ku"n֦"-$d */>@e`)ʘ́/_/_ϬQUgcWZAɅJ|u0a#/_d7iuFOabJbɪr],;o$'E0Rt~z e5%溋!@ z.ÿ•G,()(ҫDJqJ'_^ Vfܐn-Ҙx\oLWoU+uK"?YT.e0ZĐQ}| ejO*-PQO3Oz.R(rQ۟?~ܰT_Ku7RwE>G-Q8$P眢ܑ*U=PN OL5Zy;Trԛ g? U~똙m6s~~kv"u" ʗٞ'0ttQZJ ."/__~Hͽ⻑?l|,k ukdɬty]%w&nJ+m{w^;m1 VC;gɆHVFԊ f£BU+r3%K*5]4P/no/qcbeuZ6DgTMHPwZ< .2qԺչѼmX'7Kw*Mi:_}-DIIi:a}tVsH 2d~RiM饺Bɭ?~d3sݖT׽ˬ$'{,#/#ӥes]k{p@Ьʊ,(~Uu_ o1K˂[L7ɦt䦂#3^Ø(J$t[:/Y.ҿbm }>ۓ(Y!!(/ q٪,e\EzBޫ@ A8+{߁>zCzǡ{?zA} hrG>~t ^zzBecw*?ؿ- d^#@tɞ,O4`6bo[W^uyᲱQ"S.5t򆊯kT_xyvt tBA,Jۋ7U>/hcv%3ZvR@Em `N $ 涂 4 )е Ùu0hne__)±u„?"CLAgdClE=(ӧyܹn6;gG έ$xuGj L{hĠB7Jfq~禈wUٛbŗTpp*0.641MM>tlg9橜r>[+'ХWR ON헝'n'g*jx>ے=z{E ӥT(ˏaԁ'Dh&\bR-X̆ no@.jM깰?_kG(D:?DT|6TRySTޫ5hs^ٰYEYsc.(ASh2)=)}Ŋj+?}fZe:ꢵ/Q6tPG]XF2s**nqy$gII{d/ٟ3Rx5nv{x4=w< eHd`~ɳORA-?Ŵɻ2>՜[L@W?PKJLh=) SMPyBandits/Environment/pykov.py=kw۶+9+)il:g'6NX=i S$KR~4wfHJcս%`f0x֟Q8is|^1//E]S&a F1wS/ l^4s1KvƗۿp q["e={Cvu pOfģRཎc vn&Jc>)wǷy:ɣx+ I?ܻH $(PךZR Pȇڌd0qY@F_QЊڌ'9g>bᰎm+ןszOb˚Z9Gq=ȆO0MڃYAR0६ ŋ,;ϵZ6Y%Ȋoab hu!5ֲ2 qx& J 3Za I8=Ik7I˞OX uݴ(9myP/ӉazɔX/K~2~z6fvn5̂'Z.[N~UdAH.1ɢlߖ _1j|_#g-}|)ZR9IC\B=&͉X|>|h ^CJs2E˞2# >e]Sv$:N$Ek4^28(?ס&43G?K|)65(MwkS*:Yn%} },a.m|*ÄN046A XPx'GWCgN&ú)oH'fue^:i8J:J0*904a%swނBo aDQ@Ax͒񊫉wXI}(i5˹ldy#K== MA)' ~=^SckkdI B_"8vm.o n) E3.'igM8[6% S.&?1x1wόW*bޔ$֗jZAi],zsг AK] R2:Y_@'9=i2[oilOG1"ZCPdI,WNSDf(s$:'R};8L긿 \_i=N(+"'>ҐV>8/fufUnF/ Tb,WuvK 'X < 0jьw߸dx}%)`B BGhF$GVY[<=-lcm4S'm rGx}qZA w[֓ MrZT0 S/ဆ^NԿ뻳$?'|߆= gیw*D3rE؆~C|؇A9+͔(9Oiʻ gu6~պ%tᓯN%r-Ami]1@.-r9Tr?d^܅*XДڮvY浣)uPj_hƽJ}{t4-LX^:m[CRc[Fqo )Y=_ec/ʽpqi~ !$vxq6ҟ4@@2Տ Y {E&k+7uH++е}OyK)v @YeA.'EE%9cz)5m࿏~W/`tGu-qhA΁E\0k Uܾ?W*\A[ϷzV{Ył0R 2\=\)p Jk1+>' g|8swt{>)os:|ـl0摹Kng3输RؙU#ylu[^mmZ>bȬ|uvy90(Y;ΪH?b3uSzvr*HGѠNK՘ X`kUL!B 5fH. l`A"N/F3`],c1 gLuk.PWEܙ@_GChw--f0qMkuCu, (߿t}Rߘ!OM}!_Cw8kl"׋1pet}lMoa٠|rVOn$>Nh Q+z\rBr5^~)(9#:@D+2Bv( 2c`*[nR -2hWWODž==rP~fm]H/P"˅`}= p͔|XC/kPfGaX_dbK)GdٱC|ċg {Ͱ< []M=,>b8 #)lӋp[U}%O&&WVBl-Syrlw3SC0d-HBT#F!Q잚C"蓉.4O|c.{uc]3Ӆq6G6r2')tc^ޤ)y^budq04Bӧ0^nbA8#yM%|g9WNMiIfO` e3O]e&r9Eg#qm27w!+)Q |{ƍ6\&0IPKu_yO2ې=~IA6~%`1+QX:!,I н0!qhppGcP`OCl9<;I$U^WoػU alDf2bIbp9^'e"<ǜJ',)a&DZXY@Jw%=ZΊL@&xi#SvP0T/bCEVI "c<394wf9 y 1yN=n256cD4*5zXz@xS*0>tnbWBQhgz(2Vp[`eZMˢǺ;n=J.>xS.^5_@)6VGN8O)#w 3 o# -(6@R#Kی冀a^g zSrwig/%󝬌ړZŠV=k/iE23!er{m2GO#bXm;ʬb0 Ḷ Bv`x0N>(@ -;&zd ePr-²fJI>IkE{j޷ w=2;eO:x:f}Od9+DkK?jAì~!QiKgrYUGN`lq  @k&`˼V(&4BEM BXr4>ajVMIIΑy{W%:*~JTSeCXfX oF$Yw!)V,.kÀIkӥukZl*fåGN?Cm5OJnʳ^mķ~[Or[_5׷G|.ėha 2#TQ 3S!%VeOf߮:1Rf.6)L̾]P/6k w.;;[ O+BU~=QI]}9${Rͳǥ; .Te z+K4uMy~(( MiQnT[W:+T|ypxho6Mv#lTjW* :,}A{ {btFeܩ~` g舾H|;#>|BsVu{ jit7Y]ح= Xq"XUb\6Bfd=rSlf#^a60+Klo ]yDA]-@Ϻ6qyYn;rX{ks V #2WǩU>J٫,;?lj4Q"w(!'|8M+?\LJBqcْt<.)^8n;LWN #T.m&x{ȒЃ{ ғe |{ ^6Yir&eU'IF!vy,#T n5JzB(rDn&0ӹx]&hÏݒΎv[o)d4t0e3).0Y"f[|@r` k< ;aN:K x,2tP< C/R׏0CD;F ( ݎ % N[V8LnMjZ[!/^Yڇq8KaԳ\B}<)xtHj otq13oO0qMser'}>u+}71= -lF}{0%ڞ[TEsqư/z*sh /M0 „8vV_x"˧df-8-S l}CO%|ĎO_(כjȃZXK,_okV{kgkۂ?y֩\jxQa}VIbfmw;庘 эJ-g+jK L|WOĆ7Q˂h,ERК}ʘw@bPLD) fOy1,GཀྵoF^zg̝*Q{*x $ݲr?`&zkI9ƫ<^'}wg55/,ΒޛL>9֟%#+4ƃ2Dž+*[&815? cOK fR.:% h< 9ѥdc8_ b!A/dZ??S BH9@REt&,ܠ l&8Np;x0Z5mVxWoԶeH|w4:d^,LE/3 o:a‘0Pv0ŕk{E!e>i`gӳ&V;Iٺ\LpcA*Zl[c@c( nZb)RƏI4m-QK`۫?;-TRe-1IX;S˵ ,k}$ؕS~D N(Ffx)MK@|ݓw\:w oaT\yO银'W<<C~(]9^-+:'QǕX~8|,7j2E\|\![U.1c]| *eSV̔yv:[;N۳oЌB7QXK{fft3z5 jb$#!ˋ FI uiޭ!v|7Pi3mzY99Hh0Ũr8).lI:<a0etVyө>oiv6:rG;,Sm; ; _mŮOU};>iw$_= QmQ;(CGʥ-rZQS[ڮ/<1{!9h= 3"ᦢHm .qATi.${n*M{ Q8Q8R4geQ!z^ǧ*H(L1OfU6--Uy1f*u܄m޴R2 f.^2T+ ]LbNY2(3OVhSUF.9SБԱa/R< sr.ԟtX'B)|ŗ$Qe@CI+;Lhaȣ*"Jb9_'Q=wHEb摳]A\^)72r4.=$+& 4+K<`1fbyAy`QaQ,'~xMi> 6[;-`7`=^HjXu:vhWNEP&pm8WZ(<&d}]hU(%1{\\/.߆㛬{bs°*RC{յO1F6T0*hr=avTK7sI$y< 'C>R`b~L!8+e+~/~Mj/̒QYIaEWԅF S^4$?=n&`7Dx-EDyDuX< 7.D -oiivO'榼҈mbJ TGŗ=+VgiµR;eccF5Wů/_RRa[ԍLH סKStx\I7">P AԁXVZh/"ENh/3Jtmb.~SN~n#uަ?rum T2MJ_۽+/XuPӴԶJ?ϵw/[*/n7ס0 Ǡ[wiʽzG7P!Vę J g/Ր` `Z:,Ѡ_E jAڝGf $L .R[7ՄjoRdPX<8'I+H tSꇦ Q#P}Q+~aH(ҵfp@; w4^A7ORWZG6Qu=ۣB2`3<&YcaV3ܜaIACPK3oSM2)SMPyBandits/Environment/sortedDistance.pyX[F~8eUނ, ,$&iԍԇ-"=+C=g|\$ٶ<[I?1d:hHb5 P2*̈́ Lx:3dP\)JxgQ?qwԵ\Xjm/+cy$P,CL}+\ۣ۟^g0f+He Yi4k60N.UЖ&$i(F/QxFXl2lIQoPIF4wаrp? (s1|o< dLHJd㢃ZY5Z lo)Cfт/bN - +n)!Ü5瘯%+ T*GB 5ucXT1iٳg%06qC>=n1ǐ#zM%&{=g̀bD6ô]w VL,صIif=2><`؉m7r碷%8 TVR[C時!)i, b~`r8C;IJcvzF Q.m r7ɭ5Oiajrb؝!F:),QW.5P᳹i؃YV#sS~F,e &2w;R>pz%/>q(,{:bcA'ܵ~gɞ d yr Y>vOA]–O,SOOZ$1{7Y(BTԭ#ŝ:/QTPE%8sOǔhkS-&GP.H8r4En4_1L,0,OG_s ixjM|*b`\@` 8@>x<nqΗq%?]ű;NM1VXL)렭(F nw;sS:gꈷ:yKt4siW'Du=N&vK髉]턛et@TRc:vm.- I=\rR}OG)A7v]XTe^cr}v[$WkGPBc-m|?.p`!)L巛 HʐBg*)rC-O.Kt{a!{qٕ"]vkѴz͐z˿HneYT] ݅F|Sh򊕥`RRܭTԬ츆ҩjab,%g3bɴ18f<WBd/A'8 \S=i7v/4eZ! єN}a[k4Quq7hsk!͸c PKv\L,|}V$SMPyBandits/Environment/usejoblib.pySMo0 WΡNN[]@b- =TU J?idR|{$^vA?$Ȳ vm($i Eno/LAbpT!VGtm`,2NF^=( aEyDJ]1"P笼F1s~rY]nov[FJ>؅%r;%A ݺE۔>p a5],,XUneep!!qwȺ'bt!mїofWx}頖!0u!z-huT|%Z=J(\:<W ')3آi搄8f~{OrDgS>}xyh:<+Ffq"<+9b覎3n&|$L[c̰uY1ZfbT[&~PKoL33a5#SMPyBandits/Environment/usenumba.pyTmk0_q?4 3a4 }Ȓ;yt:=zK -ӷq QڂteA꺅sU:QU EӸX| Wrҹ-ڊV)y0˗\pFbh[2 Wh1nPME&J|EV 竏t go!x80}jPe"8EPL@ّX H7l)`n9mPwCeq^?ѣn 3cqJ+{:,0\O [0 b ?N{`X{P @gR 3z[ F]-eҫΐ*,zT?Yek.`JABnݪ3Nӯ.'쵘R$0.gSTkY\OYQ*[&m( ZUE!5 jSt.A|Mo^<.O35BNmDu;̂lt[q[eF)'3Vi5EZIK{{BUJlYcP`鋮W G憭Dg六r JgBNJsb󹽙@oj0XoMrjTʉ§\TxU:TMv69,߉g,^R-S _+8*. Lp"Ax1PKv\L"SMPyBandits/Environment/usetqdm.pyuTmO@ _mQI'ШHM4i/Ӟz wJK(%}yv 3Գ1T̚(c,Kc=| 5 U(Ӵ|e1MA6.|N=Jɮ3O;s)^N4Y,E9i3t蘌Oh9bcQXԩ6,qt:VZS$i|ڣ6 'p^$0F΋la({*!#1:8:nJQ13,CS$M3%KSXRO;fs _׷M Xs{3QxcVQmGZZkI3ܭi^q8~Nt3,=P_.5%3"5S1U5u.lROr1%%uC[ħ#o \PtDf 4|3544+4dJ$pig_} R¾A-ez{qM YϤNSXVK@E@a*'04b .%{,}L`o.??7gC%8=b#HH!ӹTn~M+h4ˍ\: K Xk#ݦLx tYY /VPNN؟NYp!V\gp?- 6p2=1 r/vi/%9O.ؙPru=8W&+҅dLɊ/fBfI8b⼭Ԓ4#iO<{~ 3lF}k}C >g }$Dgi/w\H%b1X%XA>PW0{ai2'$P0cb Wb>e ZQC,[wIYOItO^#*`_dC$yG-6o<ͯ\CUz^yr{ w껄ɫE CZlܔ ۰u7'xNr~evKdS(O}x-=+|FqGuGODŽ"^w'ZZFmU!(E@07g%,4jYY ݢas?ARx]l0$,1w*>[yɏد~F?a1 9oU NPKS2|}ywlh 4nӛ{hAj ‰jQjcaAlUi+T{w \J U^Iv|+ҍjN+Qaeuy}~GPKYHM4N"5G"SMPyBandits/Policies/Aggregator.py\mwɕ_Qs@K(DgH"DkKv,yF QdFG=ϽU]4X$sl论u_ ?ݮG?,vGOv8_,V3pB(#2i$N?.,a Q`%ϙ'\{)2IU,:0S D# j;8\t~8<:8\ +p&-;"QXMqG-A\aAG& r|?Q⨙P<C$إ} {.zYh$G~U8Cs/3)0^[ɳg)~r7_*)CnBߙB ,b5{o1ց{C)svZXjt d71E x N}﷍sX-G8zxlxut21(+sdG}e*iGuΝ⅚JD$S1,(Cq$ކppE~8c/铂\DaɄx9fdauGH%/-" }!~c2@%<@ ʭB}BS jp-GYRr\ř"?:H QLL$.viVΙ$d/ Iah2Jd踮xIxy3AC8Ql12K)뿷o{m>.[1 v-7[gKD2Q"룞] )Iׯ'>{E8ISmIrGNy0hwM;"!5`CcB'0);䉲%D~y jxձ IUmnhFQoҨYG,$?&ji,~ֈM{TJjOsz`>l1B:*5, 6NcY}9![||+j:J`s ohGʪ=Y?lpugϮ],|?hC|\`E\f|4yi*Ϻ8 `>!&kmODb54F>cw d|koȁ;a En?6+8:.oBeS 7RcEF!8}qÁ1fÕxv+6њ,*)퐓YpH1$':CB  N+xf(Y_BR THjnU."N p-z #_uҍdz:7;tWcIi J,NU 9JO9ԔJM)b^ڦFQCw&k302\Nd.mrG8 lBj;.4_5zPcRhf.>Fv{@5{£e꺘u6 UU]M. 6 `-,o`L/*:בhҏ13S:'{I7l>N63-E( OyƄK8'&߭tPiRq^DQ$ĢIY*Pwp_}X(]z4 K(TmЋ5fcM/Lڵ&)\w!qUm榩GK.κp1~J(vާO V̥z.(Qpf p|,:{g9*k>7TfI&a$%FU'yZ/kXCi4t*P$^ l #N-;{jtnAOAG[UN``haL|*6Ɖ)#߳ZEBTF c0Iu'VRKP! 6q7Y֧!yyZB%rSJވoOzF:ͱJOFԫm== Lq8ıx;Z[s_Uʪ!~ʁmH\l2P}qs>BQd嫹byZ>F ?ĉJdGm6ŁCOF͗Y|V'ǽo9ET #ڼ(#Fd ~dLnjkA5S*ƶa%7q@_?)i=I}4uZ "|nW\. f /'|{D:7sOPq)%Jy{n 5 0.*ߺX֖dڿ +ɽ۫K[v0s $`*X?D 6Zu]mUǵo簍6g{571TXAKs:CuS/3W]hO]g*ԶwZĘL|Fֻqft֓pZ~eFy>n^ptA%٢p]6tdhhY^͡snhRQ(E#4:Pbq7ls"wJW.>Ūb2{m}޴-WjZ 5Xn߈vۇ3~S߿ 2B^qu[UyLw8ѺZ}hLQũ [PuA Q;tM{NՆXs/Y\WuGVWvޓn."pאA1zx3erjOF3MJG%B~l9ȠúnuSF%gyR΍MNQԦh(FLbP]1j$ձbJؾɯt#+MnyWT"ujqo:m1տ렉DCDRуUmӈ9ts":$:ou[D.U/%{6(HW*r/u#Pú8g-sT[YPnѝ^Bč|np hjn?%'~N(QⲿIx+ʰLw%#SqšӊT5* ~=I:_X)IW߀+VLȅ@h02ᾌe6T-]'ɚZ_Ȕo hO*uI7ۄ^ixSN/ב.m+Sj\ߔSaPcV4ʝ9I/UWu즎U%<;_GOe/Nb=)3j }%1j޸xOT4֖P'+ȇE|ɞe}]ܪ9M,;V%MĖ*^d-Udۣ_f'WHzKT B8fX Ag_4V ZfY 5گQ*]*^7ݕ hF֟hlO)uxPow5݅jIw^;1>Q cZaNVPoeU@դ-s'%n}=چAQt\y[V0}'s 7ytnTz`=P˃bnpW8iDF6@Esj~=?txmF gĚbR֎):vA)'; _rs=p?ⅳ:ZwG#4y,MǺD9rWF$J[foV/ZQRzoHZ_u#/lBn2A#|;C൮AuYS,#kn]g`N(8Zg/* qQ}; ײ=@ JهSeiL(+"à8˂Hd`ݲ8 UܩӊDO45 h^{N)$HVa>PKkLj>s-SMPyBandits/Policies/ApproximatedFHGittins.pyWksD_qq;Dj9m)2tN13bDҊ*svW-eЇD8=:|pHLD1SçfSNsN,9<J) z)EEH52Rh*k %4eE"ty! 4 2/kʹ˲%+[6C֚U"//R]ik벐'3N2a+^ļORq:_C:>=yϵ.b~3I5Ⱈs[{n2{I(„g,Rx 3\Rֺ[>=Y$d'\{9)V)>"JS"De-(4&GozcJ7KY+(+^U` =x^sXQjTzEU\s|BbV ;JX1J֦V4W, KP #yV˾Gxlѩ)֐ǯc^bd9lyG+*nFSHң -)UxԾZZZd!1Mng(BUDU;Fce"[T"cha&ez[sr˯PڵUf8P|>]P"6C:59 ݄k5za|2er)xe#m $ m|y4hᅬgFlֽ0!Of=F,g׾!>[Pozkϭ?3tiucq=7ބK5~RX6 >NUckkKB[qxbCOtih7 7h%ћ0 BmV~iL17>eQD$a yp}7ymQ q ŽчOanG̝>-F TsQa]*f(5(6 HQAgNИ)2n ʉkA'@5v+:d߉Yqm3Is`mׯkvh3 Ơ0{~?]^P[; ed<0vڠW_u~#v/% effJqƛ9-Wdw0:& 6<)WmlL"bۮ!5[ds/ɣ'^OЎ84<0$cM,IT1a @ & 9rUW:̬u:pRha:i;q$u6o-p\0j.gG1JT`2C\. d%OQ٧[}5Oڍ62CGf}h 9h |xcgh(뗤E7ȚF@ZJQDe8N9ID-xH;)/P M&qGMgV: @s~|G(U&8r0[ bp:"ԒP@E|vp  #zq~+܈(oL-@@Pc/qJ{4Bn+ zn/8NF S׎t z9H:ʷAT۟6æ!JЖsi$.pAR)- Uɢq^þN = Ѻ QI"2N"Qo*ਬ*;xOO1,D~SBa)2b7}ϡ-Tg,Re0cN>SG~T&v m " bQiz:cCڥAҖA7 z hkK믿SZ  '8q~ ~U(E ͢KUQ\oBŢ3DP\5kjx@slsʈ{zN{}N[EZnMͶBXSѪJ0DJ8NQ@d'7N:{@P Np-/ń3ruaoF_d݅ٙ]'Ia^;d},]kvάilS3S0;?=GaYe=9Sv8(P:)ct3dO*I |/VVd,Qs 3xTv.b@J<1u'$"D SM3c/ɮVp`Sf:_Dl%:ɒaL02<,-ǂY%"!p,@ߒH 7&If3 8jKJ wo<Xn s#ʌ~$V'|a?Zb|Byѫ}v[<<;ʄ7GN+>v#θEG0:KJݣ氻/Pjfs%NY"n!yb<tEvF&sNcR=fiβ&sxY0GS%_V2,CӾe2 j8@T&q<:#!b״3"#sӽM$O,j:j3EsVrYb h#Z(SL[6G D3j 11r5+B`3RV"ܠ驦=D}8nk8uEV7]QXkq KLds*Eg3̋aGT;z5ڨ^J$iYcy:Ƈv4\ѳh7-0⾂ qp^"/ )>~m/d{gջ{*?%>__75:kF`e}x'8?mkk߅+p9l3Y a,dk"(Tu K> .V5yw8rcC xT[$A,-o_p4I0ͥc$l[BL'K:jtn/G~@ɘE 1ec$āFBoxj$ʈd!v܀^t'Zvɉ]RAblin!4ScSoZ?>i@-q[x>Sڢ*t ˔(˵n1]yl =KB0v2ҠjRek5r]Y(]b}Z3_eeߏ F:h8㛦k',_;<Ͳ ry/kx4Eoogo$S#-pY|0يI_]?:B+r}pHCWpx< Zֆ)҃'_;Ou@m<Ƥ]t wQ]CnbuIwi3sc1*f( ]Xr.[FdhFʼnŒQrc_e!HE?] {<<ٶlj}횥2*!Cޮ9`CŶ8n:3!HeU噦OOإmР\3ݕ k Yn)`L2b8Y.9D î8^&M? &)|MT 3FCI푐g?y i\Y˿'ĀJ}*i2e2R7c,;ti5;yt zK{ٞD{ jw:ٵ;!=qX@0qLRxko:.z?bpg#qhL)H{aCy"Sxֳ} 1Mmv<|fxםQc16) qvsHgl'd]b=o;բnpv"MA @?@vϜ\3mBx;=shҷԢ.f0oKEq-w,gda-;>oq2}(YDOpjӑ1>Mxcr=?1XkfRd^DO͂@ }T݅SJw+;cj׹M:!KfV$2TD\q#Z Zݎn7$Xpk"'* K2št4}k`PŽt@=#ҘqI1 ̬կ1Nlb͈Yŋ">sm4ȨMB.=; Qz[JI~2#s;OKW=ށ@W"@mo-@Kfwt{(.8Z7!EƃDywds[2Cw2M#lxMyoJ-d OiF5E(X"?-Hb4WW]8|BKqnO5M3#;4UeVȥuyrULTiUG[k&͜Ws RByŷ(} POE9{թ 3["ɒ0]1mwg<},.J]ۮVѭ0vM&=tyNr@L*|JRBv9”xdbnDFkƺ#;(ܒU& d D3n=2\)b/wȮF{SHn&B_JuھFvK42jKv/?Q C氪) _[Yܥ6q\Z8EyܱvMnPzEIBSqǛv SrvfHxVܔgp8yp#ZD&Mu`3ǴfvN@s _!nk7)e ˿'.[+$,nymL'j\ܯ-}=뉜<9oA-jYzӥk xA]hXD"$Kv! r/ ʾSJs+RK9z ZT6(kX+«rXs,&i?~.FF$\<ėuF,5,52 r[t]S(E&_I{֦`\})=QΦEf4B@G_@ U r_{tƄWe_3Uiɛ1W[] /09@]EHoq iio p7Ox1BJ7ߤa2w 껻"{+\V%{{Ԓ{[t*EUv-=@WvyӝuWz+*Q2?)@BcU&A~n9UT%:,Xg)%p1gTJ֋σX\ccM\ (:(*v>k FO`"d+Iˡd=^D:N{q,8cZQKZl6ba(t tx`+%4`h PKgaUMy?["SMPyBandits/Policies/BasePolicy.pyXo6~_qpb,S%MmZ4-Z lڢmePT HIlkd{X^"whÀfYbD~ᕠЙ%4 U& ]ȵ0qNHҙ%fا>M%mF uKIIDRH(ݚHWE,CXIiNџק琍 &Ki<׎ǤUf,N*}Z-7%~JX5UP X1QV3`Nwᯝ (/EڐIh5ę YAR9fpJqXHގUJF (SV\0ơRh d\??{5leSv$A s_wrf{u.0N,s@ien.ywy0lD.: KWrYm!NˆTZ^/ɀ;΅19VcZUG.AfB3cA"^:{|铋wx9,ok !*iKm?KfDZ$_[~Vݳw͜>;Y|#0CM3i'NW-ЖZI]nŞnV2Bv ' ly U)i[έ)9c^Fix2f<ƓFc][P/w尬59 >! fk\%I W=[+aYulwz:5ʨ>Pi4[dzаf.Z\Hi/kb/o\jbf$({HUҬt^ ] ˗QWs$ܪk(uw x80'+AKmnm ewSYK9A`mun:#U7"DKu(<]|hX8Q K[%uPi& tG bpM6a.V->68~7Ykqc?C^fupG?'m 5mo' e#kD=C* >F3- <#|Цl!g`tI)x bX/ qaS3Ld @ DgIFhם?ЖP<; F(@K+S|t]" [;A4L2j{lTiFYf{aW96zG \-9z"HlB#P~`tAddeq۴mך\2:)5Jb;ՠșMwQT,.\KJgCZw~cPtet5ibW2=7B,Ia|#YSdv$] wJb~Zm\0ߎR0{5iPDPPW atoZ8RzP\|u- "xG4ٺIE<024Za)ca/71 I +0|>8ڽG9nM:=74}GDZ Zgiشz(R $/PKVM*A~)SMPyBandits/Policies/BaseWrapperPolicy.pyW]6}ϯF! igcَff5U&1ؑ V{m'! 0<@lߏs=CWCej Yۙ bNT@D[E*$gqIsN h&ͺ6 q@B8C8L48`$-"{Lp>)o*;8<3Ŵ#KCT2l\ XIe a/L3)BElp ЇM3b؂qf H+ L 7Tk)zBWD?L&4+hYUC6: n&cJIp}3|TI_ |bt ffKM2VKW)\nPCi Q+lS ~t.[ V|LR? }PRSècƖhMqX0 ~0ē uMkK H[W%4f16R< D)R:Ys{cS6Dyv.r+5~)C|Ajh\焇w)wIj#K U9r76ep&!$-)#PEQ/xav o#8urĴy6]ay,j\m>s'0(^LWzZ38bm!SI0dCmv\@Ql21FuH݈"U/:Z.r/*A*n%G%pmxff@ĦԿۓRyݞ`]_p#5^}!(\  5+.e֯Nl5L/{w xQl>1ٸ-08#xfxnW N=^gTI0V=zV~PKf7aM&n6 SMPyBandits/Policies/BayesUCB.pySj@|(r+_@PLK4S|K'J#?(ߑv B Ճ잎0z=BV-]%h)1 p֘N7 0Y'aasF7PhRjH;S9DIVIFsCո\)ε6 ?6/1 3wF;p::qr<>bEi:0e]9’KS1O%ی ἣ5VdnMa"MU,0Z]{1N[Xmb\[g>+#iN;/<B2̙KfvĺRBg&̹I>{^ =9;^r/²[^"}E8sڣ@7k&_hSPv v$un".PEѠ=361Vή-n{6{cv4ϝ.UL]{&CJАo\pc S{m4c !Lܙ՚0M?<Ƚh,_o,7PKCZdRmPxJҳF#2e˴aUCQ6i2h@ cQB@0F{HMe+Ir_B&RYWo+~A֞$M(K(ŵBc #jFlf׾Y]/<"sq)tqF7]gKZj]sC{^ czGK{8^yaH`1%}=8FxO&Ӥȸp\d54n{"( i t!7K3x%* R:?)'\2;@ 0.IL%!h7SFTNj@cO!ڙ;zעp_x#Yr\5Uٵ6 \`JR٬1K{ HH=zFJ&paGCVk>u.d5sۈpKAr~t F {Wo X`&_J#6 QA4zӋìzA{lWSLNmǯi3@mF0ɩ-VkB2Y_[: 6[܅Lh_`:mCL ޙiv A5yu0s9Lm*0pWHRUNwgCjLǂnkmeև`ҞR 7[ގHZN^b-Jvrۯe֮%t eOQE"w`WFάfi+!ӗ!1Ӹܷ~fLdmnE?ԡJքJ*~ֹN$t,kr5/q+宵l)ݲ=%S(@=P6.BLS69Q։j͐<4K4l:4:>PKIkgMR3SMPyBandits/Policies/CD_UCB.pyZ{oF_bʡd+iѫpJgKdr)`-$Êjofwñ3^͆C/EZ!z)vX2" }o0n0{/>vyΎzL(E$uS/ x.nIVks9 -./7v Ʋ/S9 x'r(cw*ga|<93/eON<.SgqxFS6/?+%sz8D(T[߶Z7߼[^_[4֖a<ފ "΂D4D8HiK-4[iw?&F63eg:P~V`}%@8(qV{9XZb7Jb `/EeoNhwUE z|0 ꁱL̍OZ)9 ;a)=uIE?׿?}R7s0S9 qtƮ4S4Y2Q`CMV64bOe}!?CO/?uJ M&4`ؠ{'cw}[t*~+7@lw+?~4's\&j i61:NFB& 3hM";B!@8/x?CO$=5BRn.?h3/f;.?twwDh@xʩuIpJF3)1; vdoIjvŦx)\<;cMtdC؃kI7nMvO݃s9ݽ88{t휼;pNOzmM2"҃ԵPojft&Ck/SX#~"vG#$D 'Iۢ[WYƞI֏lA? ^bWO+ <*96+!\ 'a>E4I i7#$-{XQjz*ںchm?a[m|⚥^ʈuL%6 &u'J|?͖8uɳLG`N(JUѪΚHtGC2!+c 2d7f%SSZ?%iS2u7J޹o7ߌWJ@=MJ1tqXW Ox.+pUam;7* (bJ#  r$U6X_bcӋ1^qťWCö0OiSmr+zE*x 1󐛸z EĨc iFhhdٔYm%J7CXQ"gu-9@-Ig|'`+@sHK5MB_0}OyPĝ'H?)-ܔKLh|m駆6vV+7dBU '*<`9K0u-^Q] HiP@ӲXQuLI _03d:>#Y%|%w)P aT;ʁ22xQq \qTCXu]$=$L vyDԼ;p'&*Sf pFG'*}%}&uYJS5 xb)!N E^WT| ])%d)TCPt#3?Ien\>͑Q_.nmWST{u;˹K9:a w> &0wSƦڕDU4 k>{p8hY%AyFc@عm0J!_bEChzE+5Q#3b+H~oi%l;+*cHSi鈫Q[q;` M?bx.ޖWAÊ ok*լD1}l9sm/6JQ鐹@"WOjfҩoEZCͶY沭L^CBT KxA^PJY#1^\Pqv:=lVHH AKQh,%"v>0Ra?PuQZE,^ O]F<9 $•rNoxKqw6F2RsXJ)ޚp<boMg;@9B_ůbZPK,?L=‘KSMPyBandits/Policies/CORRAL.py\{o۸ߟM J;]N$if6mѶneWx|D=6}0iX"yx/g%A/l{AoZ;_ ͻwT,x&18sƣEr,\OY7t8ə<2Mx#~EPZfrO1_+e{Ŋcϗh&c#u[xk%`r}yLDbc-vOAOoyGt,< AgظGYg,0&J#mzM@` BS>RqӀ`b&+MJ#"\,79+,D] 07,Jek)yZ}"ì"M4b`yMNZ-~4iy( Ty&I};ِ& Xs„L4v 8&+ur˿0,೥VQHݬd&͚d0b|@ɵdo:5=!0ࣶT3p8Y$Ob{gFbyV"bg-h2ӑ5=#Փ߂hI|񘅫u)]I}=aczp k!djbŰ#cc|Qr-<"_M }F|5 8/FƷy0l/lŒnwõ |DR {wKݽS,5@t~òXشrm&[3xPp8@6Lnد߉ ^=C&EE<<3P$].)D#lTȿgbq*c㟄;OMBC~ߧa*yC ~!>>, -)v5QZmg0&a9JʛLpht-L[16Fs OԻ@:} IC [J%o_hڧGӺ5S Ds줂bijeTo.\μJ X}i0gX$o$`kS%^wH3NG)/g0 ʪ+sg}LfrH6&0f5JA-!//P5Pz4D~r^oeaQ  XvD_xduٻU%fciq÷Wf2DrOm!e )LMkdfJ4}*1%V)r@rʄNZqɄsJy\ԁv&&Ojv=aBuլ-GR؟l2(3Iw*QJA%}GS)cUzG >Қnwr/;(/&L઩%x]ƃVvC@qQ]hd*zǎkHͯ}}kzZZjePڿR$+s9`V=k͊{kT2~Ahzp[.W$yВmL$ ( b $%ݒ{Muy\ĨwWI-c4+RPU&Rc<7+AY/d3=cA8+GW[=u:󒮑6"ѧYA-k/n.*vbOx$udtۖ=`ڶ J|V/ۗښ,|q`Vt̷kѾ4٤bU"jd7Aݿgȟz[3/RztZTy^d:EKY!A,U8Pu([Je 8iʷ3>P sDӹPylX6pi9*hLI=UizО +LI`) isٳUo94ŧ8E?9ˆn`,Wm9 V.ذ jCtn|"ITE[Ȼ̡9-:<%mYU UsLHY)NUG'2a)~b ̩5K65@+=[ܔ<,1D((͜z3E8"ne)Ne;-U:ptKʪٱBK$ޡYjvB&)/]1s{?VE~d,:U{ s4>#sYB%iPIM7 G@" %2І eBxW=QK+aӳI@9MTQqg =ԥO)ѹ&ɼ#D d?>S]ޗf+F nQb."WT)f&N LeWt}xjg_L8zID& n`ؤjM\Y2'=1 lR]72fٹLd2fϤƥ2gN$Eߏ\嚵tWtP$Q˲>l%@=y.#:unnLx|AܡRI( ?XH0)UkDG5.Bs,Fbaa bQyLd$sRs\NU6Ml^]_En r").qJA2m>(\uljdgaKte|*^vrڹ';J]G?b7uᯒc]TSKR\ tZ0n?MmD_pR"Mfs*}-hat1]5 G_hu-v1/etתinr- ͼګ)ラkPUQU\VToi/ƶo2219P!J d 34J-u.-j5.4Z2O-iZ@nJ ?W,pЭW;2U;>ߨZ9,c%K響܇W+7´}#>]7jSZNy\z C*;DyN@[+e+Oʴ Rקo}祽QZjꣿ#7i jޜ>LA&l rZo+.%] bk69:G?Gۃ<߂PP JCq;z9(Ko+R6(ipZ"Z u$>VmYЕ(e}V}#|[-9 ]Jh˵nG޹~vME~-ԼtJzO:iC FcRhE"rEtp_PKnL2*s SMPyBandits/Policies/CPUCB.pyYn6?OFrd%v\7hl;Ñ8ֺ-@}~.siXKܵY2J{,ɋB÷2؇׬zsl2WRb2a2-rY ̳JfY>{ < YZp-g2zM&ŒSb;ԟ$Rdf=`3ZS-Ars eUZ/YVCe$UXj^VB)83yJ<?gBUdnE&Oi' `^/z=VßA&;q'(4;7#oUg^/s6Y>zRF<[ XA88~E:+LZ\9dŃwLک <Jc\,yZ$blG^zBRy D G/ 2J*HJfIJL \np0hޗxoy7+=ȬPgv)4/8y؎Fx@R`P)sMqN=f\\}wΐ0 jp`6 .%.)ovrYԴDz˚#ëwb?:+gGx]€ }cDu BSC6>FOP! /eZ;EǍV(Pރ* sn=\EZ0B 0^FQ`s9,kAk:+-~2mUMkf>9bU`N7C}[_y' Kn9_;x&I}ftt gT%t1gۄk:aΣދ.,7h0ĞI\b) OXJEZkٖd>*!SJ]d8)9;O42Vչޠ: R+.Vkx̸ξXj`!XgI>맼Qv8X_89P3i hP @s+L~,Eҷ)ZK1p3m(l,a&`Ly}'MgKHk%܍5HNg>>å]-7[^ 񋰀=PjvP] JCe$3ө^0pV[It:n;>OwnX@hrPVN Ih2#iH9ID$o 7 x*P5U?oǨ=n S5cyȬbYpS2oOWSTڑ6r-7Dh 4k%lG0ώn֦C01nrx="ŞMw[9eܑsMx] 䕎M| H޼C L $NCuyֹMIεY=f~ܻNv Ӎ+E );`ȍyxٰ{u pܳaF9A~F힤9h<`J#¹Q4-sm͔ YD! ]4]g!XORё?8aM %ƇspC_t P&O.5]laݡ _sK;iO :+h/&Y/R|:_ب@cƙD#cy]-;]#IU;Dy&͆Xɗ&j<Z4aCad(|nkP~V۠e{-U#˗_\_7k\ݹT5%Ԕ芪:e]4y2|,K+wP˞uM8Gx,6D:G`/N Ò^o>B% )k]41`mDv}8H uvְ}Pm-0E5h @^kxA7;<ޚmv;#-.FLJt^s/+ѽQ]#KW~8{;ã+/L?d#v1w?ѻαÏc#kSJ/PY:ǔz T*.dDw,5w '\bkC=G _)g Ȍ=g Q teE{K!@j4AExHP٩JP%\"55taرȲ:z5%Kv4OUE MzM33~+-9pZ:J;\2gv*E9<!RHLݜXp6cE$hZmz_f嘝ΣN_Scz]?V5$u=QAY~/†iw<6ZOf-ڜeMm[]4{]E/AAVuB(붵]_t6rgNυA 鯬'lZ_۾z`쀙Jُͮ-1&Ikk?m JԵƘgNy mA4[mt7M7~R̶+8 &‡Ϫ[g'f8OdrM&{5Zgyl|\oPjc熍򻄽fLin; 櫻wys$)2( B ;ZP7:/{Pg4"k)NޣV{PKrPL_DSMPyBandits/Policies/DMED.pyWn8UdBђ(ZBl4h lr9pCZϱ/o7IvEQ!9~;yB#Jt*zJFs;pH6^;{I"ّZlʰ:OƗ$YȔO;(]I)kfҒ)ZqJVԎ.rtd`DʻWZVB1&"lOi0FM!%w-?R_;o+fS6gp)]Ƌ+ ~NJ◟iEN2X[ӓfnUHd|~q'(R *e^%DOn:EYR`X o h=ye~Y u>D ^jW8q`8@q-7&pn|X+m7sǏ2FW֚+n௲FKnokvaNJ%t;~_9 M Ko3cy0x2d5HU (Ք1# 0')J Vܸ8&DV}(|=H>}\qr+sq_;U|Ef tlWNd> ވdӆۑF+Ө6uV>WB+$q11x XNkv!."ߕμ{rg .tr,5 Wk8Z"3tw0δə _}zՐDvG5{A8tKˌ}76]x!~>Mŀa]ůi رD_t^ijBrQ{ւߩe%y\n,ޘWՉ BI6Z$07܅BJCǁ, lo`vaQ<~Qu2aVUSlze✺M%7)x.K*1ٮE-$bGvF3E,}.\uM{8&ouo 3V [l x4 KnRqw{|nys^ׇL OQ+pP'Be2LE1GcIz' ӡxBxq;/:g'|=MAvc>?kBam//ֻ#U[DJ(ztWPS9dE& OCQ>t(P'LA =mkPX\7 Ë!$Hg\N w8Wcqw=mqcx_Mcqlr5u Iy?)6y :At\ojZHq'ZE4ow `jo~͖vq܍+0M ;p} }PqQ^!{:e,B4w*|!~o[5V>PK @aMww 5SMPyBandits/Policies/DiscountedBayesianIndexPolicy.pyVmo6_qQUJd-0`3I,XCSHDۜ%J%8#7n âys9'H*5guɤ)\5p`]ZR1^ Q޶uC:1 x]pW'Fpi HVQj#qli^2 d^t4^"HDd9FuSd3[7JҲ}kKJKRy-c <}b4I#)us32?A()I<,;*G'sG*Q0| ~: nQ 3es(2 AXX&{yү0q΅\hM1ɮxխ4<׺jt-Xǵ`29ߢKuM1󂵥 ! Z5A7J ~LxymK],oZ!jqׁ*Vxqs3*WjÌ%SfL؁EӨeI߅^؟xŚSY1)B󇸏Oϣo1ONڊVvO2["!7SiB>ڈZemhĊKj+T]!Mִ)D B(!%h+\wfMޑxUC߉RҔQT&*<㚔P+[F'gT{ǡ8}ҪvȎ&y|tɿ*UKp;<碃W$t?t{Þ951k^r5me,>k fz)MVG+f*&XiR.lelB˔fUSZJHұ ?D _URmpa}|ĥCI2/[_U£H2"J&D-$d˿hɽhoSy/bޕ9IsO 6r'PK1MRMC 4%SMPyBandits/Policies/DiscountedUCB.pyYms6_djRh)Mfzj'NLIgTDHbE,ZV5@xv:L8>zFZ<0pI^ 1"O*e vk`&:O1=.g,e"n| X\vb4 PV # (m.:h\0gLĉsS)/ NL&W eB8}u{\BONN\Nxz$qIaE r cr=r(%Q(q?IRQuci1g/#Ri*ciQƞЌ|x˕&i\/2HTB׵2`8|8$+Pz*QbLy1!PJ#@IU5g$JGg\\x8y%I^*CTjR泖eV)EKx6u1%3K~U312/3.dif -sD-ro~[++-~=ᅆWfmuWAI&:o[:E85j<}.6RK5Wzk,!I??)Jk%SD$z8O!Th& b,|%?,͗\Q,+0EJ j39Ãۋ%}s~*L I7 n٪6z@7F!#3q SDv$%(^N!`ȟoE۔ٳ O xa{53"D($z5PʤUP?{MbU6<#\䊒 J(Py\MPXsyS͆:Ip'OdKe2#*֫32R!Όȅg9 QS^ΠcfBK "fW Kqwl+^.xEg"`O 4uffD\+tu-(-Erih_o^ZjYog!}C]BlqoL䈐&HneVdĝUa>`P-_5:Op O,wK5 U.j$ŋ3JW* ^k)r#ёF]$Gh\[ /S&߯56=^3\9Ms&1=Ol.C=RfNEX.fx&״W)-NEꂷb\܀jo!Z#;n`qt|3=T}˨{z긃s~!ЉnzGtL+ <fO~zN?7z=\|};OK|g@pҒW7{?υ\uswf1 (r+)67Wꕯnbq۬oV8As/ ^Nԇh3Z A.@/9^ d/T,Q`?f 'xPΡN}^*/]>dn}QU~'WrPIqX9?XۿVaZ-2O_z%:=G#ǽ_[~l ZPKbUM^Z{,SMPyBandits/Policies/DoublingTrickWrapper.py]{wHߟ08Ə/f6@`r7D3em d+~v#KU.ﱝ;l`|hTjN,%7a ufB9` y$Ǖ7JhLpumm5Md&h@XPEFQ8U7ndW(ӫCHcOEpG 4 #u{$xxÈ} L`LM7r<=) GfP @k{Y*h\Q?w.N/ { yh0#>[Ŷ@҇g/O7q-E 7}.8!lPXy1P~6vYyhJsxmfV.(6GJ"[˙-WC1] ፧n!EY?rx]|3uEadq& -U;pU^; xtp>.5uGY_*bnr^g ԌFJ1{. W*z;]! &Q!`ڥ/PD>0S@qtąPZgLzv4q7c"ԙ|HZ<`qmp- نVF#r&?AB<:z6*GTJVm(썼Ā??}q8__W@lfIa9Z Q8Q7*'g?gϜKW -[Pc( FsdyuŔ7#1P1hP_~5ug%E㱿w1 UQ?k`D9 T*p ew[T.[mP\ޯ6pB&Vy>kYL1Șa`ZۺM-bk }^ۚeol"jSwf?dU-0>wCyS2ӭ1w)*|X_߼~u>;9&[^T|Qr:e_ O>[iR^f)2` Y X,/Z-%hyl`ru#JFg }5й<SVqZwQ@T*H"9IiiT"`wX(A׆86aFhlތy Z7T9hȕ+ןMܞuNSi1[ = c>Lo1)sr~j%`htW}oʕ1b !!NEb dd1VPR.eXb]V~_]kQuGUmK`f,/g0Nt/ UU1{1l[CǠXۨܺM(1~NhmJF^:-P]̕ӯbX4mB{i闖3gTNz!zL=ڧүQXήW1N8TDȝ1P\iŊ?,%N\I4fCl!k}\ N4 +oX'd)ZýϤU ŅX:'OdU@ͦ~44j|vk肆 O\]m-6_g6}gѨ!^Yۂm k9ɴ٦]<\ӟN[4iװZw^}kutka:Ъ4mƖ7R{GM%a~ 6ʱ))tQOGGGf;Bt/ĪB+ݗ[Cɑ,u:Dnw\i)A q|tAt[~s_vnv#qG@\oKrpV oBLjxȱqE\:lѳ.?ǧR|괚d[DlӇ u{{A`l6vZ6-=> ~M삵=!>2GC!GM4i<oC~sOvA-vZ?i'Kv T gŒ0#g~r-H>mMމz#zʪ^W 5̅Udd,Wd'd'7S^Dg|.X\vLS0$ȎT&5s zÃZ \O<Zecڑ~'5c߃[JK# ܻ Y,/Q=]@)FpgNHCw#g/Rb̹ILj&FC>v8)1{saAc({iK+By|.un}0c^\MB P(jhl&1 Yfy+ n?"T72d=?k]eԨb;XgoΈқ7j6Z-Rȡz|u~4ɵrs5%Ja@aV5m+P5Mc$Wfn7/V`u;~l? .X𤡗uv y!8%t"336Fov>c< V^ P!ԍNGan Ps=,o,j%M]q_^ 4}mAp7* uLC7#tLNp?L 8*VE/BD 58ˌ/'^h A0 Ԉ(-p-&0P{pJXQE(j5H,B UD777 NTEt4uU[|+#UkZYtZZwYag4kyzKeu/')1v 3<᫞4Pj(0bg^rJ5߫{֮ܯjg&~38(nFBio 2"ˑȆ[B`3|`([BKo^#}H}xl=꬇DD.U! Mh/Ϸݻ c ҜPsQ!D[G]#DiE 1cBMB8 ";-Dxt&ʆ7VfaFoBLKRuczʍ׮Qم5*JkTSxDn XoZ˺ZU 4+λU|ҘGe{7+YZ+8%Ln uTCƂGD H.AbcOv4bwƭ*]ګ%W.5AbfIV,%)zenOJ&^'He웤 z mZ|C/NC.Nm@fr[XDB8mih؂zb0]RI;H*2KQvz@7f qC?QcÈVH 9΍e.Åi#Lgw‘3ZmjTX|B}]*uRiwJ%*5Cne{OgkmHVҬ[f֣6ܦF5ڷ!?:vNi4s;7^<]L!8ď$uDNH䍡\#n$|"3='{nX T1wF~H4|[5O~fꆹ[F6=AG#EbȍD)i`wa.`)]t[ERAn G : ]ZvB3Ȏv a'i+t8~WJۢlp,ZDۊ_C/:懛eRL@`yqzdReմN< Lh3Z>p\e9}LLM.s\@B`#ԱŬ 믿2g i*qbzc͵wb/9D7.o\]?I\ܢ3i^~{L/֋ӂG7t$[3E&"2ˈ沧_%#l댫2+2Sg[7F$,j~%1oW%@?mދj ';8C9ת58('c11$lO[^z"RDNOy:k$Oh5RM8Y.je1l8>^b/_c//?q.mQ~D88"Fo é]ʟÁsy_fZܽX23e 'c0f'tX:F-窙G qPxėIyNu?Kp'>P+ qҀ&|wEU݅0"݉.WoCTЄZmT]vzkW"V)XWAT`1K0FH0EǧeJMAS+gvqFтt1M¨>7;KM"Hd݋Y^moiw'2S eUEyz5(O ^0j Y[pJ YLCbPRʃ׌TO#_\B' .лs_gq=-d46*݅/$c TP*c MC:/~޲aPon4ak)9d$~ %"7CA`z4g9iclT0?ĒdPZt/Ib* ɦ{JYS`'?/ZZAWNL@x$ wfCyd͜dhZ |MtN,C}¸gynE]cV2z )0T^w!Lah?ΓL9g6{,k`R O;mc8|42Ţhax?73pMYʃv)mt$D~`aeEsEB A"(`/CVG6St4/s\ݻI0fKW.3k4"&nLF̃Z9Ra^FAwh2~Ӭ Z=EnF(;EЁunL qɁxSPK\ۗCpT{Bn_0#~hR[.O/٫׶\SΑ)Ĵ=*~)BE8g+B{ߢȋx &~Z+ FL3ܓxVn<\Q/?uYq8NUJe/bZŭ*OjlIeM?8p?Dg/z~ }Dul˜%PK\?Lq@:H&SMPyBandits/Policies/EmpiricalMeans.pySn0 +8dKvXkCadt"D\JJQ]gM>>>>Gp*[+( c,HFh;E4:Um050V ̃{嗖J:CWրGjs/ŷ H ud Ur(-e| ,KPmgCq1tٶ#ް&XMIJ+,e 1/9k2N"6{fBLh xl4j XYK]dLSY  4HRYdfoHFOB_i}nWrPaǡ tPZ!*-=}xmcؤiC݌ARO/#oQ ,pXh^dh_WjG&2ê;<,2A$hHVexwQw@'s'8+OiWቖ^R?k7ڇ.uw][R?xҘ~e3h ׾H¥YQ}PKfLF5&%SMPyBandits/Policies/EpsilonGreedy.pyYmo_1sJE+Tsb%0vW +r%n÷.3%ť$׊&ܝy7j}@$j+8rI!9 Y1di$|\  ҄n<9\2)Xrqp_r%Qx"P$bʸί(L4tf"j pteպʽ,IRF^)E U9 ~d_E@+&I ,]>Je'ޕ(2rq@^}&cLgP{g<}c4Wh_ Py$&>6{P4CDXq_̅Ax܃D4''͕gG4 8z<]%< UH>T*ĥ牯=xT!~:DZ:qSVRW<Ӥ$|:qˍ7|K8[z>ɬ%'2q%#O %Jc1v)Um[8t̉~02wgo|ΐ9Q_<]LʵW:.۳_QxCwR-վO/1gB E:t=J7kgcҴ>߀K&:c1x(G9oӖx,{ Y,t8!WXf|ךTiCca]+c3ú˴k cbvm-y[oGoN޼|WCX)g[]W2mPs(Ԣ(%MD}e֓.=:I*?mBNak{8|VH_ N+iv)! fk }|Gq+{m$KΊW쒉aoMbagAw ]7ܥ G; ,q`zcrȮޚXu΀ESmqb-aZDe:1"ҫ+uϴtuޡ˓I#{Z Θ!STҲqC9GcLGUtIJԎ?f rW)(j#߹&njK,=RXZ6g{rf7^ʤd{wy"+!asj" V&Nffc~hB(z NLˉ'>O|PE mje ~\<ơWٲ}Y.sWipmC,.N(p]fEHoژ)ډbN;m:R|oh\%~Wsocai̓-=kA)^1tlн&m**äK*ك~lǗldUrɻXfIU9}7nC E++ջ:[We"Oێط6k?gbl,- $f.(l?1H/҄N Gzd9-.( {% FfVh:m.1V$r8~1 kviI/@Q"Kt:/e)tJxgB_\T4T'F..(GSf<כNi o2![/)M>[ \Q fi7$^F=)n=?`Hi~c!%y^ g3{c|e: c 2#ivE`WTDV0RHa LX$cxS' . Pz)`^^2("1Sق& }Kr*h$AL vF^/iQ(s|4q9׍ވU6bs0~r9Q}]D銯6~N $ή쀦$D(#6F(s&J21/52'Z lPQ Zᡔ)ѕ4MoBw- UTMa;f&d- 5j{ŽzGE2$mq(3zR~7U2фބM5uGXF%{TG F/ %2qS<7<`e r6Q؂o K?@" 9Hzd(oRJna9˔]q& oӶBY0`A4ZW`DƧ#s!d [V lqu|6BR!:P8w T#B\/uQ0BJuc{~ ) 94)EJĖrO_jg6&qp K5-P/͚P5! [`.P zTR].3R >+%I8kea* 2c>T m@TKvuox{&TdeaS47 `';'1RّJ.i&A3Z0Jv&$sMҧREDurT:BLIY#AhDD84 Ҟ#=qMJ;tM6ũF+@+b+<1x,!w4ȓwc=˕K #gl.&@u1/r&^\Ijag:檙G2BQF@r'=;ڪجbi֠pH4RF9 fo`rJg;CB5W\sG=NCt3É51`0 0aQAp/B#f`51ȃFG [荚q6y h'3%&i*KZKHX_7I%2quZ%}R'bȍN5]m/#'G!_ aR3: %L^Q * a6 ׀nuz_. C]#%T ~d"3.eHA_J><< 0,݂_@DK<D1K Q`)o5Hh( &B+d!i[qN2:o16Zlh|äV :}>st tLĢh;|E$RUQi4 Z)9 ѹF+T;IB4xLĢȄw#uu}3=l ֞dRnR!H YW#vͪz`뫃Y:37; omBT;җ0Jc%$;yn gsk68f..kt'oa 3rp C+'F֒Ē'J%K` bZg]zG:%gAz yJd J`̒lP:Ult TvO;Y Yiy5!iVl̅;#UBn]j^)]6H4;D`ZVY w:ZjЮk"ʶ 6u1_o(i}vE4f;1$a-MߥuV=wm^Q0QRp|ã׿Wy蹥=!6lase#ݚn^h)dg(CSYMU$#|AS AX{+G9#vSyl!E,a /7n&K4EtktM++@z݉YQdy)k l»hnM7P>E6[*sU &F[gTz)q i[4t63qZ] ι0QR};qoD<ΰ`0A7x/)o䙸Ɗ887Wc| pԘuW/Vs샽V iw߰%.NGۦyLW\3 Nduzڣ؋,24,=r:Z#|T+]< O>v6hwBҩ]7qKS73n94;ܟ-2ofx|;;ߑ|{:t?/PKb?LP> ($SMPyBandits/Policies/Exp3PlusPlus.pyZ[s6~ׯ@N-%9hΥI&Nٱ]"! dвQ Rv҇z&L K:;$MT?Icgg1'D,#KvK<]Ќy!XaB<#({lb6 3F AccNslN& \͈Ty<ᆄiSap%<:g)M&yo> AUsT1vEy*\Ll+-nAWjZ7YET$}'s`0#'N7T9S EF&3I.}Aut``GNo-ۋ贜撷wZdDI} }=Ad4l4BcBpU3Y!͝yy]1VPSx ?bR,Z^Na/yqG$Ya/#LذYPMjERCKUZ5Q i'*ZҶpoH5i: @\%' s6]xLI7+InZ4?حiYBZi.%>2˦)p|Bsdg>|CgH;$]fQ-Qwkv -$Qy 8Z\$uO@'-ufy Zi圌$"3:9X;&s9#\p$S0{=I;s eHLe|ee\}Uģ`dHtk,wjir(}rժ϶mΎ}B;~n#(\}ik'5.kxFAm2a]N`XW˃ 4O.|J^ ~jEߒLjWx p{F;(Z-tJCM,aP VH[ ^^>e_ ʤSC||T*{è5@˔MTVx%{-U;4L uXu{ X= XRfT?b0ZҽY^b' NS4(\ҿNOSV'-kEG\44jL4UQ0nw=la5.}~s &y9o 8*'ф?jj{; ~Y1% hkHz7$;W!EwrEkH@~JW.Q,qOb64aZ[aq:B`u M#$(n,܄un]:Uo>$Ǐvf)TX]X2M@['*H[i $0RC pK [^=۪\%J&\$Ԫl2ŬpFCNo梭 =Y`NQD?-/,_A^y|=$;N(z}rV[A~t]nmH# 7E-lyҜT&l7~\ MрMݜ$v f3F]ipi*FȊL+ R{.n'Y4VvJ,e/Zdq (J#hl&L<(@9 Ny.".'Xbs÷N^YW <3(2F cNbml~! > & pdN5;iaT`Ecelxa kZ׶IOc'wN9ѷBp҆`#h/YWXC8vJCM:\!{G*)SoقNP|^ਈڵ 17-ұs6+#eC,޹P d-򛩧)h8~'X6JUwh|  :Yw UX'2H7uK&0IL@W0P_Au 3W\pQ,w M8i+#Yy?AmaҾv_;>EzFwstMxCnnݜTOx#%c A99"ؾ"Ia:n4`傽W45A`9"C}pWYd훆u[pzɹ =eQ0 r@+m]!, 0㫱Rqix);SNUbb>*jc]0\冁Nog~fSl9;E}Va}>菀H;\61y.bLcn)Ƕ Zaaօ3tXNJe23Z~+ina=~FY٠ ֺ~3el |Cˋ&ԡ+ j/CQ*:a)KY+Hr2:}9L:k;nW"G}˗eR ЩK[9B`d PMBh14Z𧍴߽3V}- g6[oiCsGҘ kq.4ҿZws\IvCy{ǽAXg4J|8h%ù^KYpO˚hM ).ū{!z =_ΛLlI赮 rEf$3Q505ge5#(z_Y`sXze0'S ܌ԕTG 5f-{nX'e,ܤC߉Hʥxɨ3Z$|bZljJq|t8N;3/M_꡴,W# Nwن6r މUPKfLm5# W<)SMPyBandits/Policies/ExploreThenCommit.py[s6]d"QTWj;N<|I2I`;Lvzm\^=j~ [ p*+} DRfqwo߷hXYC[@\ Ma|܏D,y ` ̹_ bcHsa<Té"!hXHڵ ``Dpw.h8}Lbn (%hDAu`Nrz1)Frh6aOR` xv1IԽF#],2Ii}GD +1c9o4vI / kEq̹&WKXOT f#Ұ911bٰ/a8:7f;eP4N1C@fMXԄ? ( i+gkr}(f*X,;f+~<1<y&pP'u5D S e=A{̔`1RF3qlZv,/F*$m?Cg I~6{kaF;Þ4]*6hOpו[EqI h5hgj8)00@J}cmpIqW_]x$3ByH*_TabfIPx꘵:2q=С+\C_(O1h''Gs+bIڈTXweU[5K{ʼhSmi]v>TUq[+5zE>2&( ?1H)5zo;JG}$d@uR:`м.M|" ˀFUs/K9os)beHX|tp$ob9N8gmirV ,ÌfՌs$9^N12c' DOqbʪ^Qbt MVJ}^FŰ zڬHǞ&hQ Ub;Zf kDYWtiʧjsD8ώȎ> pkI9>=.7_̳Ȭ..h73a*cpu&{ܸе>%tԟzr|AICu0VlJ|:B]w5p!_V7PUu/8_д *uƜ*PFr)(`T* mV1U*_?Oz8P8K=BoAUJ80Lx^@icS+l2dz2Ua*&SN-{-$m,+*NP*VKA$|Bb2ZBAV yi,p)tYB_✎Y DseJXy`e64ߣ1\ =wk?E:R?a)(39@ăHnFj v.4L!xBj1a4_u֘mD5EnXAq޻UkX2Q؞fyY"/赭.4Z _lp6v3Gf)/ Ig]77&޷9D3@vDdmml v;.{.Op2=C:-' a!d1!s&5dg^)>at|;gQRz%⹉ݘ6c)R5ƕ]Yۚ'ia'E2BK ,j:lFM(m:oEZ)nk-T xE*;jPcU˚)t.on u.ʧ'/ζb@u#_AcTm> K>A U8;ـqȎ>[⿣?6wۯI3leK$u-KT)~]>jyoyoyTQِ6lj{Q?̽1>H5V&g: '%_Mt6]eAaXH'Fx -IyA򬎹}%DzOua6=CTs$TUs!u *SMPyBandits/Policies/GenericAggregation.pyX[o6~ׯ8s .d!fIAH[!0J:J@RN }ӮibDw.<L^O b.S(jY`0 (yt^K\33u2s ,YgMJ2,Na2Q}H`k (Y-ʇifz{x+e&[M=&B)f;V@+J.^.GT+Dx*MY]QmxKֲV$#c;E&)-5#*H-yXhTQ8!MHCl*2XD _j˒ɲ@\[LEG/M##^cZSq\mn C,؊fu HP[4Z7 Qq+엂")}f怌䮫l 305(.f"²/&"݊~1K7ڪ6jZt,;y.u档ӾC۳OX3lm" .!|ֱᐈc+onuw8ULFq5F&!5AIxLOvHeP\*^yw jSkCNya[*G,!x3=55upO"M R~D L]]WQD{qʞ(JbPAetC(sqթ)u+_T%{jPa?k߾Ze{Z;zӆҲ6Z1mYm7OagW6#.ih2ITN6L4 x4ոv46\Igښ6N)~AK2V,@X`֚CCljmAfL%lvOw:|ёJO]*'99gU؞j?FS۩6$ns(MPtU3k_?Ϟ=L.w><['DfջMf8jާ671HtHŪda5d|<JĨFba~'mƶ',L!K31lTL[u=Bv^$ ֧g'c%eXAH\-|Ù>p4|&eBh0꣇J V˘R@?|n[g \;K E!&;Z2 Gڽ o7KMN4e8JyɅ "s [/8vFW?%JD&&#TINs$ [ wA$$\(4_Ŋ&.S L)~^0p(z|;a"}b'6އ qGdA`gwQZ^D,d>]xPKfL ~ !SMPyBandits/Policies/Hedge.pyYR986[ F%*Tkn/^Iq(u=I}Őd6٪[ѹ|;Gm?C"!Q y8 YfCio`"X{qӀ=Kהk%d,X0E(TUOX> aXf''^>G>W'X,Ewr<H8OD 3Ed~y2Xl3#hpk0N$(׹)dI JdiR@om8^~E%KLB;8"QSW*KpKhG_:Y'50ȷnv\;?6Q(ttM )3Y[ah`0__3ɗJYz K&Y5~wGh:N3,bHnP?~揾fkP#HNQٯTr8o'V\N~XD!|V|e8$͊m.DTnt.FQAq`d5sQ&AcL%8Fķ%u9qC\F=ز`6j_E#t30 ybëʃ4Z)꾕px $<亹r|0tȯC1cMmĩ9a8;@g,78$-&:ta-Lk)fF˂"OfLvI&׃*xn6t3ݻOMEjBQ#;eڴeȴM;Ѵ`ry=Y,ZX&.]-1ԉ*p3F8=#ɂ훻?A)ʓdtO~5t%e+&%ɶ-DW~=kp(n+-\HP(ZQcxI#[%F ! ^aIEN\Ċ!O1GH>*,%nhߥEL{q8G7{K7>K(|cƗ[nlfe&Q+\bߞ V`N>dcƃV4ڥML|-GjDdU:˓Fpf('MZ J"\N6sٹaޣ}19bUQ; hWNDO7h,c^oq{(ל=eexT [Kk<>sL,>@TDw<11ğ.~սZy(l"ax($ AƀO^Jz8gF>.zMI>;ẨL)a~Fm}fǃؚd57c1OM!jŽ._{8KH"ZۣthCw:Cj&9ܩݙ)Qo0nzUdp~Fлj4ik;L>z;W+<^-y@ןx@Eu&ŧ,=s?C%IH`sc nCҘ }a$0JUlD,گY n8&i_dNMM{7(˯a(6_B} vzȽis1\1-W_Nn}z> .atճ=7m"ܼ]872o{ o}4f빏֞.8v VSfU0 K(~KJɵ6m*XiWbԍ*y 1S5ex=aH6ճO4YaY%\f57V˦ߞnH ?duJxhetyj\cxjmVXj#C*{9Ỷ(YRUVhJԳ8Ze=0 TY1 PX+mqJ?|%SkntcA(Xs E9D$7oș,#fV!=Hh’uOF%+u+_q"+x/6F/+/#Ns VDkp:OBLNTI-d&b) 1D/tk`V_K8nJѣځmj/priN!%_F:$`KFl`cKRw{ӐIMCL&&uoOmx~Χߢ<y/|-m}e(mf&Ppcq翀$7U3fȹ?C^ L&>#Z,ag}%a}iN<{3գP󽋳buZ q'J%qi |%* ]KaRwDf`j7!Oǥ/YMZ;CC|9m9 y2N>ƣPųGcq)l?1iC(#[`,s$h(2ⶾ1"QmI )y#ڍALp>q\='4t7+,=_uŮ䨚%RrO engФp C\[} p'ݻ #CaJ!pS #דx&3nn~!0#ucF}k m]xIG|rP|@r(6s QTHfNhii݂)1\'K/jT4C$Yp ٨MBOYcS:6: {?qcVAUx~>8#Yc H.C#v5Y_DԌ)} =s7cN=jO0φ~l4 ˘p2=wCFB;?[LѢOc5‡/38%bw4&ONڙ;iДx+t4L\}rEa4ۆ_2"c70nxPIU߆~n0bo8Ў=1`zL4qU-hi-K-o Fءټ M/{Tt:]Kߵ>snbɁ!jhH&z$8WRc1;S<)heȬr\PZN>{>GM볏Hc? X8e[Xž ^ #H~5ШpJ9M];c:;H;ʝ N`TǮyKbj{.c\k(`x9 غh4y؁p;3R_~[>f{#cVVowttĞ %\2bmT.wQ7bi:6kT^` 8-3%9[|K솧`\6,XDl5d2JG?ϐvO]"ҳgC&ڝHcdqu7"ML-LOVpȟXz.OF^] y8*{^UU-@ڊMސ:Ŵ6hdB@䬝џBv^fz$f/hc6#+5Q65A29(u0%O.PE;y9搹Q"Ӵ:hԢD+ a%yĎzO"۲~q0`'$PPsi;ϋYeYK2|`FVIc_lHF –3} ic]!Mm#27F."X fAL`KP=p=Y`yN]+{#5W+ñ4 v\ɞ \. ܋[%0٪ŚeTJ¢ N8'<Ւd`d?pAWC*>k ]]c D ƉU2rS0-AD'HsP[MζT&|d&₰Z#1|Qle%[r,D.%ؒmU+SY;w"qB^* Â\Y>Vsи~+^ DٗqwPWCF7{-Eߺ@{rsG9 bjq]zk| t!$0+"~-M#re/bc&<w6@+FRW*&>Ï OC5dό("".ҲDo(t@k|=՜;%[ uE|d Fxa|0كu/ʒZ MB#ob}z>¾D-if/n/.Ц WKc)Y:Eu| jhe`9>k:E DS#cBN)aN)7$vlCh'I 1`0/']~Vį`a?f* 5l212g[npJ != uY`1D. 6!AI$GHgNw1pňV_viqx#5ŦQhȶj8Q(]ҶzUG !&?̭<3\Eܒ^5P-/F˃VgkBFRrO>]ښc\;_mw&H5/0]~ Nw.3] mBU; f6׾+gӉ ZJUcUAn&`'pCxɸ7TY 5k?B?FpUh_|4tH-. (8fx&K1}=/[+꬞ѥIŋb>e[hO` ^|'XƷ{D(b\]Fǎ޼f/LxƇqίoy/o_vHħMk (8Il`%~CҭWv}!AaR9l4EkLǨ)5j1۵o] \pePݛ5 -YInҔ9TIMu:t]^uשׂm[.N@֔︣NǴ8cd;PxZ*߆Z؋ZCEA|;67.aaPǖ'͗N]Z~wd[wA tVux^ oÅv+C597Zd tsb Z O SP9tuI'\p >mJ6釱(z1BZ\u[}t+R n2Zx ^1߷ Q}UfZTȞG-Ѯp#pw# RlS(ҝuتD&U68M;}[w7YtNVsrۦd%ckiE}XoK&|PL}cRh>6%!`v˂q]f}!Ե/FePK:fXM~XNSMPyBandits/Policies/LM_DSEE.pyYmo8_1ʊ=c}@_Ңtz9iZ(*7R)[r8}% gyc`4,t9R/F/hS>8\|t~y&lLAB3- $, ]P./2Qefz%\dvc_p }(L^QebB &_\dn 9߲Ƨ/B`vrb|_b|u寴΋ S6$/NK{ e 9Q$LL&_g/1װLY0X5l8%H.VSJ6_+ ȉRmVi̝ۦ:bgC%-7UwE(az1$)?OMgT–L0QZS/I$0&T L+ڮr̮kRY⮨m\,4ϻ ?c}!wbB+0q0"P |Dwű*­ 3ӇI۳O'{6ToMX:~>+%O4ibFA^^JY]m +kmO'0G"G֫+$+*k;NL|pdN&PƧMB_؟X8&<$h>jQސSw@o`En %aDpsMiiD "ͻQE|qGqcx=| ejU4Ǭ_'gl׋Emt6"f uF(?|z+T+ژctCL7 VT>[Ya9S?/$V<RCxm+j eu-b m[AAXk~p;XVofMKF嫵|ݏfK~<ܯ421կWh0t|[ MZhӤȕF257JUQ@3.`774i?Ul_rvz m:f;,'DƏ$G&^BJR;sMkqMp(jshoHN4$RoipG ~1Aizd&-n"28>6 Q|n@XfN"F / h&0s9{1tS7QRXHf\t7PnſG;w 2Bߦ#敬Ps^ d7ǥk`lN~H?4[ 1OVNFYЍ:.Ej\0cGl<+Q{qgY6XPUQtcM;J-Lx79@K<T_-UҔ m0tŚ]*jE˒[)Dܙk Vכq*=E+[qitX+P wn[xf'NVGQv'H0I+Oi|zgƿ!I<1?9_d7.;tBCj_wE~Muoރ# PKO_LK ) SMPyBandits/Policies/LearnExp.pyZko7_*JrG#+mBX-Ijv<^DPьCY{.ə!%%i7~a><#?鳤HejR_W5㋅ eSzX)W2al,/4[\ǭѫ0Y2VBrBˌߊvhr4= #q&WSP3¾uĊ\0?dXL$Z]ʍ i)5KeIh0"W7`'r&uRȒVME߉i\tƓL-W)P"VI0r Y+o179&,@T.w 'Bi.sVŌd&ZH(Es-/0/Nl_B+a@ h_ 6 \ r"٘ WS+&ya>'$-;2:z #NV=^AC ,IwN9yL+u 1>+`bk%8(@~& k :PlB<*-L0{U͎Os- UvYz+_c>)%%FV|SbRu9 q>+OħMBLhLQb2ar.ʭ |n==b/wzOOfVkkad7Q2f_0sTe1 ]E;{nYicrOfc,P6aF-vÏ?f^Lvf[F21ʫ5#-qffR81j=b~(<;[Ta3ĚiXVl"\oR1g"7jXAf >Գ's7>f:j}c N AEtcrΦ)ܔ"ڽH&lGq'dsbYpLgbPQa7=? 5EX/9sQ4+-`E + fVr洅u؀uku0CfPSj2OD-!ﯷm?iw=tSѶȹNjI%IW{KJ@m :k,Is4z7Ycшy\ۏc7! x ZosѓFH.稉FC+m ,>f)XQz&T9&Y"Rj?f @kJml >)RD:&|RlT)zqӋ~D6SRxj 5I=Ӝcֳׄ7g sWk* 6Y__ޒ]̥Ld*ggd)(pXS &jqRv׸#Ͷe=hۊ =]mV3T )puısHZ乒sM<7[\- Ǎmpʈ,*[me/h۬:`cNL=L+6G*3*QB;&qa㳧o_I@!ϭƒiK=9sb I{>wh=|_(UP(Pl 'VQ?mܰ$dI%b p.P(avzT4'h|H57O7]Pmy-f&ĪPڹۇ%᥋iAU+HFOt4h'nQ,{T6chR\z薙5D9ڰNCh=0J~"Q sS՟>F&=uvnz{]|yZ*YZtnU>9Br"; 7QokNhFm"YCfüM!eK_!_~<t=io/8ГdY?+ _1qbSd6Tw!q7MWJ?% {IcǬF|e&FU8^41D^!w&QՙXičTN4;ǎ~()=6sRIY WA:/m4'aI&EnBĎXXaϪv}% _jĕ#R+WLzj+ii|9^utK5BYwTFī@j,ru֎\'tjE=D?q/L=Q5W @T )d<ȭYVa&Q<_}"}MH ϲumsЯl/mNN/óVNmN=;Gjz:IWNMc異.LQ' +6 @&n~W4~BrL;^8"j?p#HsufD5:n7^WyqGFMutuIG1,tIL+>yAﰚTG}rx/PV(֞sP^ZZYÒZ! ׳C`HJW>pA2O71{k#M6OU}4d'A2+;16FEgJ6 =;&uaw *j !b6FV\}&' /EP9'NH}IgnMyGC(Kj0ֱJ7`*j]UKy"Լ!ćL(V/~z+`,Rt}jjÞh6T2S>"R TvM6؋22kYeݭ%Ty]¹+$2#O-^4bߨR_ zaK;kT{uz9w[헄 ko`sx8~&`/&9@9쵨~eg qn3mX|AzOp_}LԷm/$0|L{sdĺ&6BL.YqAaX!3lB5:yR*l0203B[>mtrɯٻMRx4~|=XSɣG7TG\??=~x|<^=tySfF K "<@f MjHA{dUl)05jj2PjK#̍iT:dq$`dJO\L|Т0gֈt\ʊUTO >!K1g&o3uaʔOQ0X<)b,"H"Ire: 9v ["tQ#XLsΊ(M@MgpA2JjC"&ؼ6$k ,֔ER=Hl0{1$N+dN)0⊔[2!3`bJ7NdqONYs27"# &e"JR :q?!Hi"o g4qހф&?^#*?iG>}`|.Biې 6wLcMo ZÑM1B,Kg~Eؿw"Wg'?]  "T,MHx )]"Np5]Ktimژ$Qm$9a8x<d, o!?s?X:DHWxKڐ9P{ĞLaVzG ]1h` +Ȩ՟s8+Oٳ/zՄ\h[.Q-jU!ɽ;psooɘVZڱ}QޯjY S' y Thn oftWBOPEzݤQj6mmiI zvy_X+Y3uހdi¬rcKq4 [T{LL,>ك{.f#_\l1R16gʽЋuN*: g[]jDxU/WY֖sy vR~6z 4utPD eqp"P 8/aa&, ! BU5JbhH+ )׉bS9uhgT2RĶm'!s'{T-c_C30\7gT0uow!SBbQ7'P5SAU)^?Wz?&`)M:tǫA qdrUP%_f{3kaL$¸Jyza >X*:A:!=yX1]W"ӧOM\g%6]Xt4jA%ʵ5F ءEdgAEN21=͊B\7 ivfitޕ>[nմ@0]vQZ qmJ,W^UʩӴuokvfkN:SJW{WR6w$}KP40 Wnw6nX# `V4Y3K5 +ŧozћ&몱3d'jTX| ͑S`rdUH$hy+v&:AV[f0ޚlǐ꾤~p,5p51L3~ZGnN חv3N4~UnmyAd%SҞg[|^<22ao߾G}RP8O؋ wi'RRn+W&Ixqe BǷܓHݛ G~ǡ7d*@jM?βn# C" 츣twe[ȻR<%;nu\,4sU0%?%KǴg})T/cwӏ,-amաiR#t{~\n5=$Ze$˷/\ tvGS֕P|U=Tk&+׈4]V?』 Uo`bFjw8:: R|ô@z}йs.)l[pW)@JtĚFPK-@LqSMPyBandits/Policies/MOSS.pySn0+PK#9BsHvfC*Iq{(q.";3;Bs)Ԯ8|OX׃o+O_..Rd[(U9,ʅ T0=s@5 ̮p4.sU:n6{)MrX KGNχF0 JS\Z 2B9`ηnE#RXV܉myMCUNSVČ*4Q216SuYm[PSUbѡ1q_,6؏}d9WK4 ,Qr@\3ZJf1g)F|s 9bxaEG!m:?`$6uqSm e0,bܔ/]d!\ e;pyi*<\|U-]@bD a?)$)8ݚYaxz 0?J~3Xh4hSgR/fnw͌X:u=?5QCI)Q0~NRPH]? (-pO{$? J/$;B4+8)qBgHp:z6s),91sڈtK&ı+[uTw! $F/h~PK"@LhY#SMPyBandits/Policies/MOSSAnytime.pyTQo6~ׯ9"5mg[ Xn =NTIʉgHɶC_6?$yw} >LBRh\qD*~Lmj-EBXFÒ\8;J8WQr[+)\7KTpW·p&+ b.W3j@k4=QSMUo[Pujfѡ1T6xאsB B5!qQh)I꒤&٤/u.֯h ":NRxo5 sL\%;<+++>\6#5&lLֆ.4%WoEYN(آ,3S43Lnj<֐&SlS{ %쀾m>a1 4?^2WY;8]=Ayd&\va{ ;:I Uf7C%4^%Ft3>6a[xYusS xFM5,F(Ao$^TcqF?!DPMFzAN2l{>wug0%.nc&gmnnĪyۘ񰃚K꧹=t]ڡzJ5xCO09Q!5 L0_ oeC=$80 /XIG;ER-v^ z$/83)_]6\.e?֘9(Uqz/ {t8}_$jؿ'_sIngD婇t.?PK%@Lshy_/ (SMPyBandits/Policies/MOSSExperimental.pyUmo6_quN)SZ`AX!@)tPFR]}GJN8)^{!S9[u`0%orqQJJl 0U1)9&9j,H5`)C4$ \5S75nFQQf{uV 尴j2DDQјm D̙Δ-]93@9n kJl47g/\AUiZ4јZi 9+R/m ǪfOviєeOde~&JhA[\6U5k"AY]Cց#:x9NL*#r&gUcK P3Nih(A`2 rǾA\dX[8Z+sL0c/3Qak$9$c鼇E5& f{N<jxC`'qzƳFSKBۂ` e|u Fp&^D38G7GL9`oIY:W8Ѯ "X8|rkjvJJfW]hڬ$BX\_'wpb54Hm*"=qg nVyHlqbPQ a:zcx΍ú|OTifHLh ?O Iy.jliV]OG@e8ŁUpд+Eq\:݄ؤ.Nԝh%Vzlr\_l;ۘޡ*k]7Q@{A/)8⯻TP_qYPvRUDc&Ryn6հWmBh+/A}25hݦHka#M{8p׉t:D葤[vz.헜wy^ ߜh߄ E![̬ub4uWs_Ie|} [$rO+W[9`=Qf`=>WPK&fLY=PSMPyBandits/Policies/MOSSH.pyTn8}WLݢZ XCZ,ݴh Zl(RKRqFCJ X`Q?ȼ3gȗp ] ̠u~%FpBh) TB\­Z5A6X+4 -]`q»trkx^4L ;Ѳq:>y:1k*akT]CWk 9tX)nZ%|۸ޑN,nEy[12Z >ZhB;aGQںH5̢CcbOفX*m GCn-KThLrFKI^Q^D3,S88 K It[&DZ&]bM0(".cJA-LMd{nS0hf%g/ٖHv@ws?Jhz.ԁq?m7nxUvuvEajGtjDLԨj" -P`FU2bd'i%{4Z'm_En!oO]T Uv$R(ځ#Zx5v_.zM "3gh< dgpҩ6b{wmv^۹œK얺3ys#nۍj(\pAT/LT|V` (->bpM#H̘Tz4%qܤn*y$`?#)m0mR#Sqyr\3O=,COEֱ'y\y/C\H./PKiiM #%SMPyBandits/Policies/Monitored_UCB.pyZms6_qzWѕhɽvZM8'qI҉{K$$aL*Zq]{ )RһoX">}Xf[:zoo%f2qןLRYf,FBP(XtZNi$Gt~R /K"X׵W:d\hi{d$W*7IIG$觹Hg*S'Ȉehԙ{>Id=\;qMϯLI>S״ryN8~78_a./sc@`Oւ6|bHiNdKʦ8We"KH3G(y>>L&=Fi4-h4-|D'rLbz>=<2úixyWyHE^iF"S!><3]Gӗ\W$_F{ZEͰ4]jQ,ޅl @ P Y',dꆳs{QَA{xL_WC [ M2>X*6(3X%ɴ[:T"u%? ,f^Z72W\FZU4d4@ilwJUVa.Ft +KCsv FAЙlAA0- 6غ6k+.KH{ucuY,~en: z4f b{eg:aI:NZZ,1fdqmUYJuKC1|΅sA%^jRK_3DI*gSDŽC2;O_=B Ѻ;~Z$—>eZ sSwJ-;O}"x}_)ƪOEK }) b¬3zɗ(_A7ɴG oc#(00||՟Y:~ bO @^͝\kU96,q/9qZ6&dOu8xz_W=DDf|_[ʔJͭn6mիNc1 8Jw0ebR\i5DV.Fΰ̯<+%jYJ``MYJA i73;87ucJ;;XsmTwѼi]/7IaYPdDqcm\%o1a޲eƶ@Z .9WWwC:I%;sF|f3jVCwK}v+/^͒FTư\ZVvw~A;;;rr:fxlKcFҲ.bus)SصTLmiEeMٴ49e]v4G_/k<_Ё uqдATc0Oj`P/qSatGW-:7G쪹E-Å90`2qO&S$Bw墜Qd ֱHphLYXXCِi]m+iG 4&'lP.W S.'o.MNypQٱgҔ 7#US ]Jcw2<'HԖc8D;uΡ%}5nT Q0+4ZwoҡȽ]4nۙN?q-KB\Xvj Șm|{uhU'R8|4^?>h W?۾d/!9|)Wc{1mˎ<,1=J4}_VpŢ71OJNl =zTp;P`)=lQ9njݐ>lWwm=-;I#pwB%6F^3iaIfkߎ7*T#*1W4K\6܄3]]u [5FQ(N8xpBipˉ2ufHa޺.Sk,/&8ÅrkIfpˡJOImmڥ=\1:!wPae5Rzk+MTcnLt"!冟6Ft\FY9tt0nhߜ"6+NPKb^M.iBPi1$SMPyBandits/Policies/MusicalChair.pyw8{ 5}cd7+rЖGQ6U%^n <ɶ8)݇ԶY{h,ie4TdgY"}̸T}&q "Ly*E >)/bYvP,/DEs8q"\v9s ReNckq֋1%ݞ=9 k y2QDHž,WDkZD# |-EC1 _Y әLZ8cԯ;FKpy1#nX&M\(h7),*0)9 A` %*5%;AbUJ: W9;x)p8LHR6$ J)>9.j6|wf']DĜu,؄O?s I?A8-@jFn83v .D$‡^O_  kSt}gć6H0:j9:fDLd"OwF.nMK M"fʳg,m칌L܂lԡQDh9N/c䂢fa!~(G˲>QGOEaȰ_"Nt#^u]z]^M[=x|ۃE|z8h sk{G,\fӣm_!g@7v1A#P`-ܟKd&D- 2)*w0겢HY!hN4>żPQ@aଙf4b)@5U]bRJPyۂ>8<1kX`$J;N_a)П@75j*o^W!V}J]MpT sj7 i9TR}u .TAtvnݗؼE-GdS $F[bktb2vJk=Qb9"|ȯ>{tͫ. #6!21efD00 -} Y 9F0?>k k>{TqR)F m޸ękێ>G%R1םWL!Yz;j _R)'Ih+Zef\-=`Pa+5!յ%G!$?0|\6Qi j1A/cLì*Ÿ皣&ou(}fq}P2صbnbT 4 ^X ($&행TZql~Xı:*֟"?Y?]>fyk] {+ bLH\d&?ѭ"l#g1Nہ?un̯*S"ŤwDffb#`ɬu|N] 6^4XxLc:d VV#@IONtv^|"T LPʏI}%]N\aSsC*mSʹv,rϳ [Rəz#LXza]u  ݬ EJ`Eq rWRJ<oWJa6Rʆ|{[SkK|5˦nH- u'xes.vbMmD /XBJgufմͰAt6[h(3U ̃2RŋVrA5Ѫm4bF@J?gnHUkt査+e#? b &Cf_}PO:f7 A̢;!߰/k_޴8XnXwKmT'I,,xMh̪jpyJ\0p,> "_˻xIrrYm`%X1%l؀U؊4&?x-Pl^5ISj:eșTg2QD:Rz'|!<[cΏŦEF'pHF fJϦJF2SMR6;-5 .ՆmoҀt%d>Sn+3SA஋аjլ,l"@%&饯XJ p4z/xFoEaDG3+.խ blJLY JNĕr+kx#_ҽ7- Wޡp1 A0Tԧ+ZbJGץpՅfE8,2V^ i6vp~jZEֲׇ Kaxe{68VY]cm(.ONM {/Lb/}-_gC+g4eꍆѪ}MWQQϣ,wVWMe~Q7l}J~gu]Ja'YQ xHb>kM-H1Z%횺̈́)lNC;*;2-籽]q* c.&xP_+>Z={[ \MX],Cُ?O_XIePg+t3@^MeSx5Ys\5F wzܢ_PKd^Mcw.-SMPyBandits/Policies/MusicalChairNoSensing.pyZn8`"bIitӤA"QdCJuݢ>>>ɞCRWNAH"yx.߹QzJ.>C&1>ivM.S^poh$,.(G$dAO{L}Aº[SNqk2qHnoۗ8&^DKqx"(OAnYCY"5yMbNަX0d rIܛ0/3I}bw{vynڭm(NpHc\| ǂrJ C7ƤO4  g>@"/R,43=q5.1"D([$NO}}3TIxCAAUK9‚(6]Ӊ=Ke5"XiI,MRN]TQтXx4!O>p.dmkZ-Uz#~ ^D^H9S=Rl( 36 &af{0._*ZzL[RS\bI ̢g^8$R7$S!9%)>;# Dd)@ 2D l '[E:ScCp m ]58y邈R  ( d}6&%4\2.YGS*ș g;emyaQ;ʫw7X!{B6S-ҐPКA̒AFj[ %]fTQ0 =vLo5YUo>)8D ݝE# 626ҊaxRʩ rqo^=(Ii%!+V-.d{s?y Pݾxt8[IMtW7!yv77r9rmۏ!g<oCNjXRd0RJR1-lgD__u4I [n qJ7N Os^bH@Di4I$ Xe18s",\gДs0}bw㓣ޠxbmrSm}hprTA*H^j yAzil}'QcAL9$oi%_~x]F3wypGՠvx ߱I;NPVqZ$E+6spe[zF=)a ʌTC<ۄ@u>lcnad:ͺC#RLH( 998z~=z)6(V'ڈqQpÿRE5 +-A!L֒ 's&PaMmccY7jڑ2S."k|tc0~gDnc~r$1 (G_*ynCEcW\%{n"r˽8ARROD,n˞}Vx,@(̞ݰɵ̼?nM(Ÿ=\ L⺆DkɳAF&xc㛋xE9$`bIӑc!&+҃Up2qxZ>gyb $C 1d5+32-Oy2\Z)PjfpLHeI%'x.+rc-Q׽"ŷ3񽝨Ym}4|36Om[Ol7&K?X<*1!*cОB\!8\>цnF5>E{roIR5S`scL;wlW3wm+3k\(WHjA{/_T,2^ԻvVaФYd -tb).2Ly'_&ǼUIJ#/jH eW:W`00*ͩL#Ͳ A ][ʓ꿧+R̈́2%KipIFNɴl6(ZOK:axO1?mS5+5&d֐<-" ȱٟ <6MXa~5.|9 @3})xu+556 6 1R^83wqY% gXtM='L`Jr+J$X:щIU 4|#t]9;znę>X0Xf§yچz{sSrlT lV6 m,K][YL LkO4t< =Z plИ@5ۢE|֞3J 5KiF\FMDqŹ#"0PVZHVA#j]qtX~;)SHgIY_ƬrHӱ-Vk!B=$B +c R$t_ e}݄*ɅS!RTTmJ#8Ia(7-2kT]9uJ{f`[1V6TF1aR2]fTj=lDWB 2Vjw7QHr&.:KIyQy ՂݩU>EDՠ99S'-U-pK55q5P#zP/?ko.~Bc W ӸDyIQUc<Ȩ`C*yv8:w(ǯ~@ǖOc 95q6Lm,Z@8hNK *}ƛVUwhꭣqufDݲoYS}dEsԹUvMK- +j:/~ޝgìaCob*6U(q 9(@'b: t eav駾OCQ6/?G#S0(m= 웥-ohlS&@:#WTK-7T;,>sfZx fz8UO JP1GM<5Gy򖵉 Pv_JN|ǣ#|gYGi_YnQCk xzXz;ɮX^ΑB .=eh&R9Zd!1a-FIͬVsZp#YD <$ d0]uo#Di t?E?-Շmq&T|!\|5TxM_oq-phMB, +\K?L,^Ɣ??Sζ !vKΆe\jӗPK`MLPBk SMPyBandits/Policies/OCUCB.pyVQo6~ׯ:"lhi$`R)rڦlTߑmq= %ǻ=h4a$ƌOb(u<6+^р)BdO٘r _NnW2z RBH cv\B2q4>繞!!/fC1=#KpI;J *ێ~lx.xN*,}(BPJB&&^˼Q Jcg5 P)JÄr*I"V2i9=ET֣#Zh+R Y3޲bxOSRfX2Ԋ *&&й۶w~u|kr* N0N//Y<;_hMT1MQ3=fi|x"sĂv.atOe@%ZZ:QEҷ$[:'g}!H9SM[^Os@bA Rs4j)??aEuTgmcjGo!ug!]i7'UZVuUIRMdÉi.d21hDWk\A-)b+LX+5B$`W)fn8Jq{{QdY\[2?w~BM$8NBCЫ[h;bma7~ dq,;ڡLqvG \4W1Lѝ殶9FZ?wZcUPKNLƟ[tSMPyBandits/Policies/OCUCBH.pyVmOF_1 H9$G$tS%x@.ڎZCb3<3u`*Bg>*jŜYXBxǂG,\#ώ;@*b6]@$$LDCBtN2Ŧ0!1!IJeF$Vh*pDLn]淪U8OWn}BE*b1U'HkvuzZjG qϨ;QQPJE%:+~^b#Q,0IWGiѭNjtJzGdXZA4?v#Ni}oSLCbbB=a8BPCF8Th"i-l p$* `53Osh^Ky6~xڕcÃB19<|0q"2/oh[~5//⃺okGCoU݋]f 4O}l?PK)sLXLESMPyBandits/Policies/OSSB.pyt%Z< ?sHJ,'n}b")_Ǻ]ǁf8h6*K/drs6v&f ر"a^8Ηne'aW^qxp;ޒvX7 8}w~&^;!8z(‘qx1`+4`KƲri Ϣi<w#25#YJ% m+ 9! 0"NfwdV l )U˒XJfk&Di~|1ʿ߂M.E:vlAjUB6kv6c n^Ь-Tok%B % ܃,o-8`|5/kW1l<5W4 X56b6ŨVkqX'lx `(?!eD>U"@G)未4PAn!]fr ^/G "{m fQV%iV>{4!?SZNbS- *`}b;g_86< _ xq˰YQ$Zth_c}TW2.x=tNy?_hZQ/u.ZvA Ǚ֪ Q}wyͫ& 001q8d5A7;& b`:+zQu6RӬ֎ 8"X,trq%.{Nw+,b<Ƴ-y8hrD\ѽnc^\zCw6\=a.ea|͓aP,>|W,Uf`qxN7ଠo`ɱ2d-yjaH~)Ա~**HcZYK \!8|5X{^w@cRNgM B0=ؑ\\n% m#S?xԓ=՞LEu-2ޮ4x }6EE^_ #&R1dL2$ $;l!8E9'5;T/lao*fvJ ѹPy}2Mv DاOJYj19d>Ly;*z<*BZen<';vPIT̋Ҽ(xAQ 89x{<̑ b }2pK9<"/(V0бЊ=uB1}l9UҤT倇='g;'sX>S,yv!K:IQF 0"*e<iO$_R%`*9Mf0.vrX nbCAٌ A@.(W|;uA;Xl0?[fn JaX;BWu5ٿxC6X!c 9 I 1^Q8(n"TjwG^6;1V!I:P쀏RhQNxj Σ ^M1$f.dЯ ;pPa 0@˙E◌GUS)RW$Y5%h҃Z0*"/½ԣ8hʮUMfLq҄.,)Zl5L֐k2 %zٖ((;6N-^+R5oγ7RI^D5䖪Mɭ`gaBm œb vPm=yV }zX`6XH#앧?P!5H fSvPnC+ދ$^gsYU^{(rjj5J& |Pr(?<)>Bj>B'rq~{0}Q~[sO * o߶[koqgX\4EBTY,*ᦢEO.UG֫j!ݿog5(ftbq$A)ޣϠVKTmS\'oA8,h-ؤvi*8 U59ZwUk2MK=9{Rwswm=!3`W'O޼xoJgR7wрQAHp;ڤϸjp[ D`L+D%(og)t%n䊮UN5ӛ3DFd ʥ=F9zrB }Yr'CwL Ne?YPE[ҼrXįSY12x4PqSy^:yvkv粝:i])I 1#8'8%؁*sM&bdľtW*]bxHw.=6crŐR 2Жsşw`c]H?^8n g²DqT> qr^ncdzء7v%7(k"x2AY*UMFmm!OY?\zmUvIΎ/>v `}/ 4 ӧ6_|:jA&,޽>wy{WCeP= hyp@I.MbXxS UZQ88]ޱ$U#swwwT]×:`Y>e^ö;Ư$20?PKC@L>J),*SMPyBandits/Policies/ProbabilityPursuit.pyWoDŐJ$%NrAq]@TY'K]n/TogfׯtZ @aGN?9,1\h` BBX`JiaYCa8XbDn6BIP[XrkK_晐,RXlua- ar L[ammn&_,Ul"WteQ̆wqHr(x@fi~%,MhR$Jg-94;ɘ]On7 a 憄YȊ ٚYV<(5co翴]j w_qؕ*o#z>JӔ3-)(Y~G$H-ޜ mE, BP\Ub@9q1tMyAD%h)Enr8,|p 7EZݢ"}ݷ}x>{WB!5W"MNo7ts@5QLNrW% >'-4kNi >NH2v^ \l9+pG)tU&d7:Nd[b2`=2aɧ]JnH߼yK&W\P䚥}EZt R{;#3ReX89sDхJEoV6湅Kn]}fp2/JݲXā4gei08eƴd&{[Dk=葑ks|2J g:3})E!Oil>`cz:d@x2gaTI:+m^-~ k'BIc0' L lUN}bw܇NJwֻM5ӂ]G2?j|E"g x-S˱$~scO 2JpH;,|$wӯ7:-M[H칣8^S3]l"ڕ΋NFYmE VJ--0DdeN2 x~2vPQ5k!<5|}f ߚ.rȿ`#L4:`XVIT"RW+WFRZ*]Qц>J{c<%Rf 2+$sŖ s {K(.p_ITSQCs7e#WT,4a5c't7u.< !^t[ w6ҭH ]WOа`ڴ|q`Lsճs9S9Z-ot]׵xc#f%czYǴ[iKE^! 8."E^X.b)cgE#4-B#+e86"=/SZ|?yVq&⪼,#~ 8N{֜R a{^rI eC'kwYW`0k%b^i@a~NVFOC.u< &7 I#or2jYX7|S?,TOmgH\~5.P-lK&!4֔;#bӝ.L2%_vMa wȱƔ4Q)K2Ε3jTn?O_wb۪q2ϤhŢ6O'd(ʌwQ'pt,YW;g*剺BnKٽxϗ9}hGT '҅iJ^ŻU[PKn^Mu?=E SMPyBandits/Policies/SIC_MMAB.pyN|=+sS]L64c4)9Nr2=w<\#n~]9,['O~nϟI ^NBhp-VC2 " tNRR*4q9rJ`$O,dpm(8a ԇϯQGHxSXoA T&Ξ C>lYXDq(GzR`[Uo,r͝go:9EiE1dsĎ^/ͳ! js ~xBNqߧi8+FQ­!-Yp,cW.rLz9AK-gZRE7$_@e㱓hx<~&'Jn)}`]rOh0A^oGyM~Pիy NF8*7$Sʋi'=-` qB-aȘq1>A/_sK&6aa`UO Uޡ9:: B37 _,h))-)7U6EXsix]ؽB",]8oΞw^A߾ׯ\?\h cnSCxvJ,c_F*JT["XOJ; kw$\IKWgRyNxk/A`U ַ ٳ( 2Gr7u@O];B~QY!pⵏ '_C\j-,lW#"Ik"jz!4-Yo HT 1= ,6'c¤&56C PQ' HoWLNm䍲0/ɒ @qJBd`ЍP4Y?H9D隬(d/CR'Q9m*K*Ix{W{Ox:V+l+@抅 cTʓZdEa97tHs $:}$fM)[gI#$ON9PaofJ3b R"Ҏ(<%(KB8i%Z9?Wc9&˜H 4DBL~pe jH)ؔCEC0@#oy{qziX9אM}m[k횻]7.۬1(ԴwH~^`Rŏ1.a?Bn;hD& "am=rѕ'1DTnÒ F}"1K{@0^:K`ƃpJ%eg ]:^<]^68M' KNoZB:$)8 I+ 5 4E8H".P`F1iAXP5[tKf GSE R>+mm&Ց]gL%_g,9;H<3`SkLbJ56~p\YC܅+NJ<ҷCţ ^AUIzQY3le1VEnS-XJB'?`-~&Spmm9ފ:MU<Eխ|Q)EҐb_k&:ػF1 3\ `];\>iZ7*Ju3"Ӓbjۤ TҁwM 7~<[>,ue Eh85'[Wʮ5;$(;0i: x@Au+ވڮ3\qzzsbk*FfV_QC ,<"R$z(u^ą~ ڸM& aaMM[T.+ާKA/Yv:I*mT-I#nUY_Lʝ*z鶨~r+yUF$#)e 6ÀJ da6X/T{St y3vii|R*Ж46%R;6]V4vompf4ÐvȮ5V:k`3riDOt_o^%q\L"mmVSaT}}Ydl45[eקh"J23앨nhKQКٺgj_;Ŷ46X57e[!sCQ+7fW#N8z7++?sYrLGbE#}\+GWRD%1O.f,6{ ![hCrN/x᧸8*z 稸 {{a#)֛Fũ]W'6=PIۢ#樺 ;cRnz4p|) GꙆOwŽK0qD[$$hBڗ~yCI rՎK3lRxHKcu7j!DU#z%^)ˈX?Kp`Ót]ޓdX]FM#\˸%gEvٚ@K5>{5b5Q[ uO 8;8n)v08U.Q*S[ 5ʒۚnpvO$Xx~\ܞ4ݞww9\Oٝyj:ӪDߝr18<r<ҫ]i݅\SPcʙ*la'W9PKVMr(S"SMPyBandits/Policies/SWHash_UCB.pyXmo_򑌕\WI.4 Iv&r)Y5._8wS$3:bqȒ|!j* Oiӣш}Z v~~~}vĊ<Ɏ-sTp#s͹ZHSl]^~V\WIw5W+fbi좥H3`gVy*r}]/\|εpX=?trz<:9}qzr})g\Mճb|։=/dUi_||Ѣ4Z&!] KrVʬHE FD6MR^ӛv5fwؘJ%ӛy߫sr7LиJpoU:vCSl+͚5TRv۩1|^|옱CRe4MNNF<]NɸUtoZxoO[ mLiجדu.X/El^H8D] Y OJ-fܬ7W'Mpb, jwFsfd&iN]yQ`\ɧ5`fB9S.J# þH 6r"%fyIA KDVH!|H"͵3=Pߦܴ$g|'J msɚm$tP9Hn6qYhyvK7"V p&5zqCl2qLڰA-lǝYMe\y^ o4Vޙ(\HF$ښUgnjl]ΐ $a۸x [5wx##Qʽ:=o7yG, Ckԡ-= E'uGBq윥ӈ(ԹƸ&jZ۰ȑ*E)Sr/ORZPV[stk-c!9uF'T?)OX{P#(޸#bpd'ւ_G#j2jpD8j <(t5AAx:ʤ5b/je?I/1R!J9g&LӆhGhMWp\ RëоK#zlbgF=3Jݥ2U>8?j42eefO+4v6""z|s|\OC5ʞ0JQ;gnsN/$\(.Ou} zTZgnv?^쩣O0EHw|t '_ @̮:ML*웯]gy?kӹ4qJw5rm+d֕쓮DU= ZbtΔز |o}A-6vww<ٕa$n$~5I\5;UH]V.eYz2&mЋFw\q`r3}-vwo"uG\5b_;CNw5v\ȕa14wBPjdʁb/vka*>MKꈽa3A*γ3OaݦLڱ9Pz/:ffQv~Z8P̸g$V3J#^b >]36 ~l0o Q{6 $֐)I3g E4)<>)8*:&@jpFL)Uɭ8F߄-Js(vqV1)/BXipE4(_]4>}t%\6U8@(RXXd 4}W-8{_|:>~c Җm2qlBU7W5gu3MdG2TbPPfd(Zlb^9쇔Glp&-+SfDzk}\&D3aU4P:mn^*ߓ~t ׺UQbe˕^R7]_̙obƦ\a@;_HM#۵X#);[]&/ku3<"6]:Hw;_/=Mǒ[짅INْЦtnٚTzX|W&6l;WE0;ɠY7fX !éPvI& 1'ZXo 1J%̎ګb SN%gN3&?):"ؑ54WbFeP++qub/mq~I\A! ׻z9~11^ |?D ~,ȴIM}RļW]XhE) 5izcē8pBy942Mv|%c!iHXb$5TUmTh}76<e6iZn@N8mX]^ǣY0gV>FMtۻy!s^$ #0$aoZ4+Tqc< :ARX'%2F{[5s43cN.F9099\чZFio_?}H ? "yEx"0(l6IIrx29ap;z|sWXfPZ ` bI|(HY(7q, u侇2%}IB8zzQ]fVGǃG5 >QÍDŽO66OpE +J`.j Q 6z5"ᔮy^8# 6G8;X*5okQc{鰇kרF: "7:{;kȂ~U$@)8eYY㓥R''%ȤF&52"PK+fLw(SMPyBandits/Policies/SlidingWindowUCB.pyXmo6_qKFrl޺aNuź,h$@ɴED$R#8;J:0h%x=<tZXy tOPϹTVm( J TaX %*DiX&gdlY1u iA* i|l38%ŴZڴ I#sXc^ׁ7<ᚣ>MU~w)V pAnJv.-BIWpd,,\h5Myf0]0|ɴ\xTH{#z qrM7!+1e&huvK׿m|T0gL Re,_crLebP&S~/ |JQРɱJvAڨ5v!z QժB 0aK%a#,qbM|Aroi ӟ\>];p/,.2[b~XGQ9!gn9)U)CAE[̝. :yA$d,M@EX}* FϖlV].TʝL>[Vu3DlQ5qu zs'G,WY]`mȵ0 .CT@ϋ"VF-8z7F#Dr~{y1Yd9r{2 Gk\X̥8 77739ZsO苴Z)aX^= 1|EurXv^htߜG}b {zMwyŠK aġ(K? ^닟sG&L,KsdP"z@b P6| M~&r8T-tCG>@ٿպ]SC, ڷʫJ~P%LX[ G%VwpǮV (ÏĶ#%7QXMn"]][09hRZ9`Ȣ-6n}'tm!@jhÝp*$q;9NtK$$JCƉu?@ k˂IގOLwzOpvCν?T"}o܈-Z%$ʞj QX?+-ca3U,z>$w` ;pE^ SU+(L~* }(z))LId)a橆i4O2&LBe9|'\ϳsE~o:nܘŰ׻#L$I/g$$pOpގG/fsӁ!׬+5x>҈|ia?LSG>L]0S<_=zXHE)s&\s XhB=gؑ,Yj!ɢ9FD޽LՓ:vN8w д +.ws};ض^ZfFB$(v֙\iƽ_.2e@b L\ Rzder*|2_[ߴz_xf_e&S'Bv60ħ`V;0(Epa맽g;UΫߟDV%Lk ^8FC胈`Ť=9u=Y1'yɀ T@b>XHa6VdGi$PI)bTIvը)E"L ?AXXW%RwRm ?iA:Yԕ=(!Ʌʴ$yLt܊U=پ~65S,+8B&VD1ݸ:38Z =An,Wn"5-ꚩuwRlK\h,BQ韈E}-).)Lgg0є nŐ-i"aKөfi.=,90Cz9.R(in9xQ57oĘWd*o7úi;+b;Na*\Qo`"xd ,V,Ob ˝/U![+ج$ Ja Q ЗqRޙU+A5|nWNARʕpulPvCXI.ȫ]Cb<> f?"}D 3 %{(i.# &M6 jȼ7LD=\S;ͺXuˍkv"fe[p5TE"`쳑V Up_YBb;&m/ |xLTz4͗1fq§ SŢ72ra}cE:;6t/zpt|u6\mzUy6-luza;ZRfkw 8 @jRڦw=mLcjVXX96kdV5r ;k1X5Vb8fĕX/+-TjP%.F=hK'g't%wő “r~JҰVtZ*"#6\#4#1 _-CSO{UMǢA$NB)#vADaEq- ɮE5&pL+6|t"F'݃*Bےɀ.Sp0zfAC4DTo0g/ﶪ)ha*ؖ7#h_[1)ЯIxMuVU02޳ %; Q tJ0[)\ZZ .(4'\?6%PsGL!㢬 ,t*j}ۅ Ug }y%㶚jDwLQTCMx) Lpjѩb("jdoM fjVclBHT1Vm1lSY*ŚȝtBG=z|^v@Xj8WA+b=o|hVzEt$ئ. Quhw"to'>zZr_Q92gs&r}9䎷\eB9viM%X|.f&q @%0,Y/WmT/ОAk}؃ƈF7쨪उ'n<9 ʼndЃ[ L^US".۵WI[ sݴ O7k<o+ʼ8f0m-#ץxSKۼSJX`0}~81_*=ΖIw#Xٔ[sxvf)pL!<N}ose{!z8؉p?}v^?lV`UƋڜJ^^_1_íF*W%wjz7J䙏CoPgKqe;~ 5_BXtј\ ZG_w=2:oJ IȢ 4^ģz+Hѳ^<,Xo ,T uѻըA<ϴ PKmLgYS !SMPyBandits/Policies/SparseUCB.pyYmo7_1UJrV+9.: N4Qy JVZV ordI[8?ػKrXr/v >fLd*:1<hr0n93VD0e22)_aGr3iΙ%500K`-#~p~ne/L/ yJZyZ3/Aܐ Vl>8p/Ys$pećprdcڑSʹm㕒1u^ג<O?uff1W2TzM??=흡a+%cMV,Rza Q4k#.}˧Co#h.l+j I\2SB,.N.#xmce1+"vjM&,TF~_Q#nm\(v3_2;/ٚ_2_K/B_HweVeLYKf!׺K|xUwzD˗/39  3.fiIUbhϑwa bp4Rů"Yx>ZƱZCBhSvGHx1`?\THWILc&eFz( ܏6;5ݹ@K&~RĥK"v! (%)Xzk{pKK!ф˜+v(7rB}1RyzCUd{nQ\"0^(G}$"XISAy)3 01rqN'ږ)-EȾs SD5ْ"ea9}"Hl!c~1瞿;99}YbzNw2cp=-#ꯅe"ڇ5wD&_:s40d!?Iv2颟J1$Lz)(W\U昧В~Lqݭ (^X*xwInzyTQLw1oQF-Z/7Vjv.,O!)ܠ4OPS gD7a;e0A/>Ar<"?Ui{j2ʊ3u2(踞4Xn jO6V=f;)׋( 7 gE>L,v_Gݦ^JKJ|&J%_*LN$yV99~GB2UHkp`/R@5ǻ$#~I^":C%|{4M0V(dܞk ]C3yCatvWF=`j6C7KP釅`BoMͤw;a"Э;!AHdn1fG4 69pF+U&bedZ8?6nn #8MybOa`G?8M4L 3 +HHͺ~Sk1ӛ/  $_`Ы!;*ʍ*FƸϩE?5}`Xjbߍ<qD@x 5͝'  O&B:L:u,cOz!Swu}%k7tm0E\pC_8Bt~+R2R3H??N͐oֺiJDX#P?:n]Qb!+8Kٺ}xCA.́;A&hJ>}O@6@SR&uP F>R,j~@&sb|G $?&2p`At'"̆Y@4 ur z)v f=bɅ9 N4zdDbxn=W둅|#H lvM1nnzl Mh?鵘6gch{b6w4GE;S-s6m],$u)H98 FhS.хJ[6+Q6HYY0%)Jq<&ў >Ljhmzpy!k#bJ%龶{;9<ػ޻صPy6|3ثf3"hab-az8`GYs' |/6o3IpkJJkvw֯T(..voDm+r_|v&T0_>EOǞ \ey򄫏_>N}{7i_\ 4HيhL?gӟN^y{%Ukcx[IuKxy0uYepcOM 𵣇߱8'y K`ߕX$gvH":!{oN XIô%hlK.&jMDtR6;6 Ԗ&ο<Em :'DemiY(,\2=7@,5;5O sDxa?)O#`PD,@Z^hL섡#nal,whX0FEY+0 _, yz ^fqHTcRqcZ1^!p'"xDAtaMsoo0Ez:#q.$"6`MjٜI9i|{;˙ѣk"ggPH%zӶctk50/*jBi6+juZee>uGwrP Ѳ>pꚦl/A{V}a7}h mS pr\@pĞv7:?͔XӖ(EA&",&^ej^2MVQ˨Q,p?2Gty7i8wAL/o\ H#Q~x z_J^N6r6wz%MƒzѬ;Z*71=i& f &Āj!PArT' $4))}0芸R|Ry|k=HN4nGM MVi}+oL1oX*kTbf(h1y%ZUj 6 {qS&8 ;=߷͂B?K\:.G!''zT]/1xT#ţ'=2O9_U}dnuwIUqZͣ rF$Js2.z991N%Pr0*l\t[NJ%)ʆ\;v6t]Džyug+$ ʅWhϬ(mVL*y%WҦ0w,l=eɨdǮ!JEutC~*#LnмK3B;r#nT$} A™>_+EjU27;1E*@R[Ѿ]+2g+cƞi|w82}3Ŧu0`ذV;ֶ)g[#U$]fc)͗a]y~FB"8%eL?kh_^VqzȾQߥUfϪ̓ lMt}&~p$5wJ&۔Q85zٳ+D4Ufagf2x=!ؑ@%Y`xU~V(!Jb_ݷ;5S41mHh01X9Tu,Ntˠw6$x#Ce贴z>T>:X_S~:3ӟ^Go; cC?Eb>s9]-Nee0ӕ ;YeWJ/S{UYFMDzi{qqk.ABV4ɴL(Z64.=|LzcZ M82Vk2f4 DJژ_[9B6G)db̢Z02mlD[ڇH;|"]{dXRvLǞ C1ZFo-/8< 1Q]bXȵvJWރfV`@f."X|=%7j%ohB#jJP]0@ _9VgI\Cu,Y|d9v0461rv"W,y~,$],fs,Q"N&h|J*cf*.=Wjֶ'( WC딝CtaK<`xu֒bCwjML8U19V@W+4=v+azYkl>)ay`ֳa?}<8E")a}gGLH*[ dzN=ɔ$ !׬pta"o;}6LN="4?q*Y빌D`6OHSj\vÂ?vA~a=:^f+[v7Bld\#$2IAzVzTB8yvucT L~ Pm6`0hضȇn+[d?iSQLjvيSRoDwb*un5b.dž\ڹ|6kSsK^;Zgy(=:D1jÐ .`s}3 kSN$dXJdKuUF\É6E \i9jQ؞~Ek۟ u#[Ao+f.|d85:m*%=\ny<*bP`[eW4>Sgadӽ~ ':>cǻ URnV|sV ?E%!|ƨǫfz!C-hsYBEc߉c FFa?]b,n nnߋY4mFur5Y * P]BP&D{P*IJ*}:N o#Ɇq%l$ UYWIO|:w"tiga r…N] +#XEJ\6lz~LqCn+99A<;O 7c{SRH /J%5?777+Z 0}Jl/oٚ(C lD Q?^].PIRj}R]o˦5Wa9LJu]]]Aibq{; PKo@LC $SMPyBandits/Policies/TakeFixedArm.pySM@ ϯ%)|BJXĖa71-!y4rW[BSQQ~sbEt׽5 ʀ&Qϕ ?Z2$xlrh]mL2׶Eϫ:B]/1%Y\YVvfuPW㍳1d, nso <\IQ5HٚpTNor-ܣF"H>GJ1Kr*{qpuqQxȱeX/DnJXT^kGC^ى jEXʊ5eSS`B qc)]$4l+0KT,&Kt QZ˕,qN1ޚL(-D9Wy:32H7+G;(\f|[y$W5ĥM,Ϳ3N,#/0߷ WOھ zIn ;nALPKs@L~I-*SMPyBandits/Policies/TakeRandomFixedArm.pySn0+Eje6Ω5 4E"(,"JI%V{N:.`~ ޭS$I^ŸBצ{7[PObQa@@= \}+=Z> +Fj[] آ5&C PG7;b5ѵ82QxŚ]C5YkVhA1L#fwܸlP8?5t{h (ۀh߲I&Jy]˴CtxpphJv-dY5A,԰W\NK.4R1>ݿQ7\e8Љ$6D$ɇA~p&ȇ-2xCբ gi4P4aLapp-lV#i^;G.Y=Rvǻ$m»ԎcS5'hC/I։ZO-WkM3BՠE]9&)6}YD9Xo$-И!ò6 .UGkQ"U'%Ay[S.FS|8؟BP1+3W5%3dɏ)E-CmU/ِ) (.K޹gNISF{q+EGPd$ gUMƢ؊BO.@tœ_7-Nu~:hfۅXS|2m^L(rΠ-3As"mV&3}]ˡFAWٰ/}S<E۠$rmqogms,.l/*7EyxD6?~^‰!H loLnCyf7-HޛiRpYbF|3<P8_PK{RM$r.#SMPyBandits/Policies/TrekkingTSN.pyZ{SHߟȊm+M fKc[,yGKݯ{f0KnkEak===6ZLz4Dل ~ŎY3,1S.wI00Kk}9 pI2c‚Csٍ~j}bae- #!W^ oП‹3硈x ܉E2CQ^o`8;qDOg< mw?vт#LA3>elA(/gʂ-s.d|q>G41لo?a3 ^ݐ ;qz7^$W /?p|XS͑{4!Kp@z|,(0hb 4NfCf~bQ̽ '{O#vw6 @Lj ! 1;RFs+BO(Ocb|m?UOg{?S4ҰAMhc?D\ʆ4qVU%w7$,$USKDW~>A]:%}QXi4j' `a(nՂң?(prXVfeT'Z!8qAΆ=3] & 3vƂ"jBp3#< <&7 Rj2mX<ajiҁ**ӳArlZ#Qu4I"V^651qr᧣Ud-;'f;SwѰkO!J0d4JK6v\J#Rd̜&#SszӃ~"rO g-/Q\RKa$'2iA}ҢR41.'TWwT Ei b u2QʯZ:L*'X!V)ÔIOy\@/G%rRYCtdG-m4agXED:q#I1q1ez*)&zD ]>0PO8e42-#UDI/h0"LǬa`~ S%rhib ^FjNEuu< w+(EJNeWe|/paD7dKUZ0d_1XG>SE2 :6}t(t?ޑ fʅͬ#5ܫX [V]YR;2/o-~FEqQ`Ǔv@ >+%]0 o)Pi$7?Kr83 e/Ҡ sc4Qhq=eE+u10=?=-O%f#bŪ86,d*2[7.m{+έq|%و Obi mX&fjSVN?ܧryuEʆvQ`jra\Vb:$.a4٤.r *1dSzU?@ӥZjʶҖ[N1udģx1-#BOa+ ]1U%|t P#8OcNci\Zh 0&$CJ*d'8:K4,gތeJԂl>ݣJ+iWݤ钯,K`(ճs܅NxC] RqL3M GST!u|ZۂcQ'})@]pP قbš֔$ݽT>uN,%^ZQտcrލ)0 yH`A2w )4;VV'.qtAVGk I5*ۢ"~r^Az0Zef, )h5P- aƧ^Nk UP)L_o>Jl`VrGWfٗkDb˙B/u&Zb2P$Q17rT%VB7tc]GKNf!n?9jF%5CqJk}W}h@z P'`Ўhg`9R.vnҳBE(%2] JPBڢ@Kq6eʐ)h).êJq;HcXnRxAĮ:goi7GU͘Qx'iZH+*F?PKNPL69SMPyBandits/Policies/UCB.pyTO0~_qK@ I,Z4!ĤJ- nri-;C;;ȓ7 ] Ƞu߰(r-EJVXœR826 Р*07.-\\(;ÏR*ku<Q78(ŭB!4F(GvU8-tD wb.p+d12r'hVox>=XnNk7Pmݬ[P SMjѡ1X(mp/UM&(Zѭ` C*S9$~ƜYe gyfw} ]Wc O,czCx5]@UuRe5n>GvDM&bW?d^{~VJ p vq ΂+ ? /&Cxy:hv n}P_'8Cl{BU{U;n\ #3$yE>KeGʁ6sMӘsi#~\ЧOHOzRoſM7׆ӭE^;ixz$FbA16JӾ QԀ8*1QhM-t:K]8n2eG3uI>qѻ { :wF8sXz%wKa[E]}ߜ_i~PK/fL <SMPyBandits/Policies/UCBH.pyTQO0~ϯJ$fiև& !41RAM.cgCaUNJS@cCl`ʸP|Ůx^?Nc(JL2 fLfT!,YTKBC% o%#QtTg|`"myIjC5IC]pS*%{|@]q%Q*r uQ>/JE/mBj MU KOQ33T=L&19G 9JL$4Z Ad{@ "m(l3?xcsҝ=/cq5m湏 sH.IB g#]Pux$F:֔%QDE)ɀ%b.Q[,j=77݅y `І5;+Ya73Ҭ@rCTG(M 6lh@uk]*[:5ZK=g߿7r84_^DҘ~U"vJUQnOiΚ,/5yoH#*l/3`yG7>\f .Ĺ5KW^5k8{TWM 7tnk:6oU7n) q xK#m.e(*|3QXEW@} 쥳OPB 5_u&NY 05v:tE;ʵ];$-?{UH2^n֩[1.M[wn]PK@Lv_ SMPyBandits/Policies/UCBV.pyVQo6~ׯ@#9x C Au j'-Q6RI*ib챿#lG$'~)wߝ G)*hv^.)uh eYrY!a^T")̉HV!1D2"XRDB24Q *es*u*Qp@Kn BRi', a8tL9fY+Ig3`yYH )e PJ&4:x%[^3}yD"zsNIY>~ ᤒ_907s¯xxK*Dn4^kACϫ BSM¼XxnCTyyD(=QF"Q7tt)8L0 *$#9n^̰1}1(c5q,.֖CŀQ2N$%8P8P)Ē*8.R 5oeomZ~h|lp-AǗAd&v/q1AK8Pkfe0lsE|]!E4vJ 1)4ȲB2*̉:5^nboEv:ŭ-L4:4C).zUîCN;柺KjApS39W58Ab߃?GW$pQ8ӭMԤp:qMHZnodʶBډF!.jӭb Ff:PSl5Uljp @۰1;}amϭ>_W}Q˷k [g8EG(|} xApDvtvs:Xyʼ6?ЦV~lY'.9{оa4P{łX񇚶7sdɽ'ftBs#+!2x!d͉!jrU;B]6<=ElJC-6ٌ܍Cmq;[QLZ\`;\bTϫKX޿PK@L !SMPyBandits/Policies/UCBVtuned.pyUn8}WLmYM ,PC,fFXM"UJ~Gllvb,X=Q9sF#0U)J _t˜_g/_JR(dJÝ*e[wTܚs; >Pͩ2՚M-W,yD>iG1\L@EǣQL&f PBA ͥsY|\9FȖ;.]2O4A Ѣ+R%8պb&dvqGTsoچ Ԍ̋P ë e.IY_^^BJiUfL2MEWV+!s,3B^"gZ[c ~OnE2= ܪW?;/Ry?KΑG`B:EG;gUXT<-TZ,%`s< 4C!;n(02 1`Gw9nm̩]&y| ItyW vB.v¿npf@`H\-+$؂m=獈[l#8k/j*ku)[ @c VZfwSnԝܵ)~y)21|fiWpՎz+qע k=7JYڏ6kk7*WpMC(2 .noa9C l~G&;^{Ŷ6~!h}nh[Kq #Q#zh F1ЭmR+60݉t*D3Z8bƏO*A8)'].'PKWmL BDT SMPyBandits/Policies/UCBalpha.pyT]O8}*3Y}؍v* mE*T$73^;,|@+w"}?={0}9Y0fI%·wLJw*u(SVj-'6 kp8y zvpҩ@G54(uGcD(%Hj!% 唐کi ɂEu/ Ё9]~#*fpaYj&4@O8>7U{prK^1gWJ+,'Uf|]iL‡7+ӃDtu[t~҂s RپZp?Πf $' 8bX%V9kKwNvĊc#~% zSv!5y|Sz]4 RU)Z `I=Q%'ޏ? 2+[tS5e)h$jgvB(a鋋H}^<ȒmJͲmEY'H#,nmow1* ^ Һ=vTGVxԅuZ[*oBljyE'!IhHVg}¿4 #MioZ5A\?pqFw+eP[mxVR=Vi{ҿfqe'G4WZoQYЎO %,+בߋV~G3>O__˲η^K{1B\H:/|Ԙ/~PK@L !SMPyBandits/Policies/UCBdagger.pyXnO13Ӵurp%uwii%m"ݥ?NGI:ˏD;mQE|Gva>L)Ol9xقׯ|$e} ֫\_$Ͽ#,|rB >8Loؒw$:y 'i2SLvDy31Ik88>N,1|ɕx'S-c朩SBȓ,\-4^_h t*E)MAa\L0rK6k07\4 !<ѸL4§{o25{E*Q:q5NS*M:q"vyeI0x KH1ͤɄ)b݀>??i`\O`&cRL`SX`xރژiy?ѻd>Ė:K ΏR9^wo,΅X2^cPV^,E /welEOoOyS6ױk 4s z!ܨk1JUiU0Ϩ"0)C#fX0RzEz$|tlTq˗/w6 SYTEVK}z5Ev|вbT>%ůȳ ߻Xa;{FJƧ&1v ae"SS vX5ދNAe 0HKCsmƺnObO;DƳm{.CW IJk A:#4/A?Rđ&}B/q)e9;AE"|@}.Ιt :Zq<& y`&4B(F &l "Sd1U}ĄbS?4Di^*fGzb8'Q +>bA<9v\bmN_^"}BOx)#Nicp#E ;*GII#,_b:2hZzI1w&Nv9'5l_\.]+yoX}CR~4gfypCG+elʮrVoKI^"W j0[Nx\8bn 6gmkXGA=ڣ[br֬S'ɒoH ܴM:\ L?5)mAj0j[\uѽev@v2ä0jiKIdҺJci~5z/ g}+a4j4N @GߏWM9'12xe_:%yÆkg/3CXޢ'P~+3wx2}Yo>=2C@w=ܦ놆[=ل1Zm}[ښm \eXHګ'Z&z:N{h1xBAuثFmO:['sīp݈oEVXb7< ޿PKnL&k#SMPyBandits/Policies/UCBimproved.pyXmo6_1u'u}i]@hHA{gHYd(EyL&43M6VhKo'J{B%ERp+iOdJj yYIew*r)3Bz͂ŌUJi~|~ ap_~QT֐ +JdQ`<ϨX/m~wxw |2/fg. ܳi*XI!ìdf9YQ-Yzg>t<< . V`"!RJEeUԵFL\s'w<=nZxRgX ǂў0$M'иrttp{lC"D%Gt{3D#wA GQ.rEE68S%F4E QQ#mV\ͧ!.c\'aJ$ <[[+N~ ZXNx4Dw#nչV .?nFÍܶdD1Cx](FEMv& /(a_#rZZ+[_!ްy&lnP"Qck !Ta,AWZa߸|˪Ӹons"C']?s^jmU6QbV3anPǩh!Hf&ʡe`l"\Bאͨ$:ҍW{]dDx;:yz$BډN}tȟ$-+ӲiLa[:mV0$8+4g?w%6XrX!ͦZq-~?DJ)cw5 VPJ 2\.a=~%W4O#DmB Ǧ sK\0Nr]F5LӡfQ~ǧcxq~"/u܁W`]԰\ M_Z!0}s˖\iUm@O!m0¹\E_^ w@/e] ;pVey|v )ðM' _kə *bJ5T+فfșv]A1CsG7cGGd3ן`(&-:w';δbϋ5||;9QNqmPmA:_5匘vv*{τH?r€{bj %oM M'oV;jK'8: .Ah;rG]q~rD:PkVz^gސxm2CITW=i8I']e_cg.^ΰMbx}ٝ D;rv`# 77w[6o+}$Bi%twbqaH{4$\stY`)Eؼ,,ߏIWtv#ζ}̠?A_SZ.Kc)70bԌtK+34M4Bַkw$5lG?A͐G)'9o3ݥkkϰ)W[Y'xjx_鉸,߰WJJuK &m x!$"- źeMe+Hȥfؠߍݗ=wTaw M%]I9F̸ǯ}cpt~fXHzn;D 6 8fS9_k~r;%{N{M3PK@L~SMPyBandits/Policies/UCBmin.pyœQO0)n @{@iڤJ- &9;;mi/K|TzY@}av0ˋQ#5Fj X5[k]үCp*n$_(>dp?,f2f ˻z\X\<&g_QE]asMu 3'QiLX@Ywd롖I3hԞuVSmZTү+Kщ[`v tޣ 7|2`}K 3 <]Ӯ;-mll(Xl5Ks@^FUFejoRucޮ dͮZ2Ya*|gZ*ŝ kr+C>(qQfvC%2.{x":Ky7I"٠ SÐ_㌑$)|J\c}7  ~@#l4rYpL1(lA,żS3qA݁%7H-d8}Bh4%yFu !1M 2jB0A0<3~3caQ$I0J^ח!MMCjQ?1e?xt,ktoG'1H1qA: I2iXsTTp7;)r@6@*4f0pSvFݶo4Dc Ua|0IEib> @SaS7#Q҈;б@}z$8>1QЏ?q "G4) K0ՅyK: .tٰԠ}@*MT+|AzSE'Uy Jژz?~¥10J?nS. e`Nfҁcl`\3悅\$\Fta׆Ua:ܪ}^Vģ 4dG4&&RS媚E P4D99 3҂/;=1$ H?"cb^d&86ȈT`>9@C Z,hL\OJtJfsQ5N9e.U*<Չel*3T :iA5m1=^.)r*J%~;mCTgbϺ> kvw L' `ӅgLn(eM?6#PݐNdhը~-l ]MSE5}tg6+##n94zǤ}xft 3;`AjLz| qe2HֳyJ(aٱ͆YTIwRT+$B1łAM͸XQ %!3ٯSp@gSSg|xbl/\C\/RVQC?c͸|ʤ8&bB10(TDeӶ ;'VU1Rå19z?ȩy(!x6pDQY=dΫ`x%EЂO ,+x1yM[A4u `DO8=[`۶;N !lr$01lF UUSfՉ!R*ZHIƀ׷(Q B5ᢃ6Y}c/CZ\x:{l<fE?;۰d{fYTrt7ý22j$DL1@%"uF3dxqV5 8"P#ME3KJE~0Z%+OIe482:''giw*"INi s-,X2xB2гf5:N`TWi}z`4֮H);P!T @'q:⡱(OaXswʀ8QO1 qbV>Ae̼Uzzݑ2[TE kf 8ا54Va Z4Y Es1UP&coY_t0`JfsO \p ?HXa P@,rqJM+Ȋf> EYwWX^㭑xd1]x0ʹ_z>jY{6mS<;D{g޾XRfGj,#C(0?d猬c쫋}{{~+ȼqCoy7Jּ둵 lͻykek"z?*|063Iܼoy_qnz _4 |@XA*P_Ls0DWP("%#]9# * lر.YߑXcƨ1PO/LR(y>QC4" t~v6_Lxb v̻d5!)s{}>e,r+fhV^Lp= $0s%7MW`푕MrᵨʹcuU2 IS>\̻UT|2x+")ex\咭muK8."P cP!D 팶> SN:kC1MؐoR# וN *R\ &V'>ŁS7N !fgxA ' xG㓒Da-`$\xUsb5Վl~SZBQA\{ />Zv ܆oBےm/J̹L8!*#\OVHO@'_*ddu%'p5Z>>oVQ@"CT&]=U˫#;' O^Y dWEnmK=]N.=M*\ VYXI/:f0:.$}+cQлwU x͆QZ#F >žLz?w= '8w_mۘ  K A OP6䮆`s<構0\gVRWx;d2~,$nFYvfSeDmւ[hql/C\ΒXtSCj[m穬Gr\φO D ѵL6H3,XH͛Lx'ORɮe*&cҎ"m[$E.돤 QO$3P%*cjWR2-SR Y"zzJlۻ?m,g{sP=P,}e,8_`vl]q1@rj8Գ 8:gH hj#z[j(bզzs,=v>#4]?~?r9` ں໘(}S~tcyB?9=m?{!m;"ۊɆyPFL .4}~H 7 un η?Gr88BP\-z0g>T _Ў`<%"=U_ Sj.5ejPz |L"6ܨH! Wup??Z qQ"/TyLF~[E@[)U!ڤ|}_>8_^jkr湴(T)^I\t*p%UpO)m!s5氄̑ϵ^U⢇:~ߟ Rw+_f_.ݩxk߂9ľ7&Gа"?e14a=8Aܼ7)yj)|=qÖx 'iX˝G>?bÅkyNen9K[|˽-`lr;4ɂ&Ic7.<@"ʣ$6GV\d)HۗAF>&X1[m+y`/yeԫ}7 gbs1P$rHnH]e\צqj]&t`b0Ď.|!Jd,/6!?t&zkrvٱJ=8lt6809*|*``LeDGV1)[8h .囬U 5pE]ʭb{.jzvs Yj ڜXrK"oQlgI1|u=1w+~T՞ WU9ǾJ˒40Q6@~5(sw JG8)}sDͣu+),WZ,[XwڢV׷V^k~UZE2=:݂E, =? ̪*($/~]᭯❆: |˂ػ$v,Dä~="YVKnJZZ^jb.MVa{IlQs {yY9<-ӨL?Yeڵ•j,PK@Lo_SSMPyBandits/Policies/UCBplus.pyTMO1WL!6!RPU!UUURM,v<"{Nzh.μyof݇•rh? N8?ۃ]r׮*ZR9H4uqqf2bJat*E M`8D΃I2'j|K\Epoʪp8x 2L'h:bny-i_ÁK{|"- %.J3REjE5%34-;uEs {u#I_ki%t*[ g9gJ g{g;\( AvCY `ۺYdM)$+IWϬCMK()tg*4-34ip _$qUehp +Daޘ'|k\_1,TђLtCkTYh-kvEi?2I(5ƃBfc,{ps eqw?aaXrlTEɠy>4\Ǩgs>ǂA]Wf݈M< ?8 qU7}(՛ խrVʚ%,>u\ВDiaU,Oy$:Hڇ洼A 7/Z--Y7'?t OV붎F{Թ,6zrqMӉ4j/PK@L?=%SMPyBandits/Policies/UCBrandomInit.pyTQO0~ij4I[&NC B,;:;N=>}ߝsw P6n /'aGDQW%5h[iPsn1o{ $MnkhKK936kYnҘQJUfʶUyTvbn+M%;$gD\bFn6R[Yɇ$14-Z)躱!}Q=38Η3aHS 1 JktΚ# q$X̴uӁt`!ȱBi:sX1jN#0A quZ8۳,1Ov`owpE 7٨a|}rS_j<] gRf|5a\, 4_u}dY4Kұz:g2'ޏ d L2OAˊ a{(*,d~n6fRFw} /k׳Q əL.`` ,P&Fݗh|H}wa'ȼf~y -_xFapbG|T>PK@LbT  SMPyBandits/Policies/Uniform.pyRj0+f݋8"-PJa)Khyʒ7JrH̛yi`}770r1UDeLwhƹFyhQsR}S=خPyq0M!'!ZykBX1A ƻ]*N~IPF@Z=kl/5^*jN 藓BhB8/%@L_6` um#i[>`i%~LNɽ.rb=6p?;$1,]db!B#9Jʗ"+ Xߪ?|iv\8xPԤDe1UPwSvDds^ *ȍ6S\$r:|] ={Nûq}{RIO,PK@L71%SMPyBandits/Policies/UniformOnSome.pyRM0W .rha ˶Pz6=,HMLn@i>{3?r5n_bD%I,5Λ3x u# szQ5¥uÊxmkg&]1mAK6Ξ#]s ciࡧ:+"j3PDz2 5Q gs=YX|bztxT, /(GH^$*za&|CC(ͳ(~<(7*KZ\ {)(Uu:w]MF܃,qY`O_ y|5^1_:wA|($ez9PX/sl}1`wЃk"hfE [QTVptϲ-zD j=;!8W/Y Qd{NFvZG#!?\0K!Tw/(VʿPK@L yI !SMPyBandits/Policies/WrapRange.pyXr۸O3PV󫾋/ęˌ!p& <~>G_A|QMbQ $"bL*=GG^RdP8#JN oJIX5M.3PU,W`$a_%11Q"eBH"AG p-RB%#;!1`Ӯ†_{$vKAWLaZ f1$q|!1_(Ā*eq܏J;0;>PS{9I+FR 3X`)10!9gPƌ7("4ڂm4Op#A?#r<Xr FX#: z;pn@&. 'HgY?8AHBiFSdϕҤ%"+c,>mҵ=eqoIU l* +!/9%R=>O2xw~Dƣ{, i>\R(" LRIJ !5̅LCp䢷ԺTʯ*r1,pOӧ|IOgTT(¸L|b` C<)M3я*?iKV]F pl5 ;uHK"In:ϞS̍ #XYCy)U;(W\ABđӵ^:SZ R&d=>bJb^BZAa jmEk\Qq@cEGTS[:7#5a)dM es 򚕬H!O6}2 șێu9I2T/҄ת[x/5mAvp0\O=ŲyHKм|A_eM#($MFю\^v;~T5 "G r.HTheԀԨ%Ms_ncɨf&6-5F%M! DA+qī|PRIsu=xƎEUu];sSkU?܆nhdW-uEwo fF-٧1b ^Eﰽ햻{ҙFAa])L!;֎R*%]Z,۔ij*թI-0->-QlI ?u2yuBpH&ѕN@B9Y-5+76L[M+boZp^+(c6փMl$3}4m0𿣙WP>+.*QbYNoq߮ Yؑ9 DJ0TOdtwc$AWyD) VY4AyQ.v1 h%Bk04^&?Aʼ|Dpx> 5d 㶛}ϝ>AwiVMGC+ p+ȅ 8h7A5B(ܶ0ybg5[ 8'D~9=˚@,,ah=Y؞LEZ6{ȼG}~ͭ dɒ J+Px ViK1 ?n!vb"&', qB!iv96 ^/t,fԖtwV?u莋c8]eoO8]W4X24UَBHIF/kMMw4ՍYY[/]sSlVۥm#W>!hh4y2D-ܽBTYo!3is5̜lߑln߸*l'_#lhbĐ&KXI[!?WԱL1lw(o1$`KH;^s}fMtQH>|?eIö跳UoWs휰ə^T3D2H^1 ^= K΃j-9X JqlHTT1sSxr=t7g\;F/9_NpVQŇ~49'R[FB'K3ѽu~c;;n~Z]ex ȭ7>1we Ovpg୰{Cpuu~msbk~{co@bԃC=UgLVAq#0vL{6e1T1~;ll-h/$;0PKt|Ӈ&k6ԩ Q}մ 'iU/s5"Ntf(V)΋r|&pelp:eS$Xf80=Usս_{4.Œ.bnhPDLK %k%4'5,I8Ϫ\?w*ͅJJmr'qQR|QZ/JAʀPT>oC"z! ~ew,!~謹wÈi^̣^^AUoK{wT0t@HQ2/z3?ReU:Vlaޅ \PQ8'2(=Ӎ#, J XIHΚ{56oòԴ [2O4isaf 0Ƹ˸P9l; \A: .3ݣ_DWYÞ63J:\ \GB`|r\VΕZdk1uf@l8y{UQ%IOg Oq3(Ȍ a6tgY#}N`FЊp XO_e ߍJ٦}֘<4+ȕpSٲ#.pkUV oDltt ŸGʇ"#fW"8D,xj]'d}T>vwK4F,ST;MHLg]H+{.~x{߯d}WSӜ~Nr{u@' 32]= ѺsuakDkXʼG' y{c fF =` )K1+!D;=F#cS`ARlhI롽%.oɗzuj9s9xZvU)TL@zzMaͮO˻M:;u[߇*# kn42Y鰚"'<_>.;?_V2ט>/6sL&r u&SI3g1.TĖ(12'8DrKJvG5,jAagA)[ NXVP8$6;Iɽ6XvZWsw1, 쇢Oɉ\VgvK>i--״Q$eR@/V~M7YN~tLЫJA 1HGHuE}o5fz1h/j^Cӽ}#K:SJyzj4p.10u[H-)ubRHpTB:3'P=(,Ms?t_URƶVJC;N2PŜ5G/!Q0lp}> zQ(Ύ))8 7|QCh2PoJ'*+0%I_,l#'~ :IqJ=SP.)DL.<8 CW)' UQq/ 9>0U ﲚ@<qz] FkdZέH\8{ B*!syO,c&uyg`"G:]T蝗̔%c?o$٬={aZzG4 fT JYjjMcT<bءޏ-{\P%wo5.zsOiN YG nͯuדod IJuL;M1]&hLn}iQ{yӝ Sj=.'q B" Ė:.uDKu+bgA߻ R7ד>+n*u WChl?#ϲJf³h*/6o.rYq8‹pȧXyG|V~p;fv-:ďoz~bqǦhg ٴT}ECE_06|-6ђmZ+%DwF|Skv%#D87X\2҃9M Fe fȒ6w;蝭7smw߱:I|a_"$juF%7a{g6m]:ۖt #2\l$B+ x@3jIKz5Ir/D^ۼ#pKC:>è! \M4 se ߵ߶ߎ7x@ӥ+4RIu eKrUFaۿoi-ZOGg}9&D69-)P_FGoO>|؇Vߌ;h[ U?]}~"M̖{VkM5 "cDsB_Itt_]yۻw7ȤN3]E#!nU>YPa'""% @nsgL,_8'-@st%3b#C4H{78ժJsTTb@lmc˵/tksRz"6\rRN"{8s3Gpr|Kr='N1|aUi"4zKÕW>ڮY=mLdA<_@ VXbÐmD| *Ve\ =]A 11nA* irn~Yvy*A"ԛU+v /l >&HA`ѝ4]eTk%f S_K1Nsiv8OiDG x V:Ec⏸lX+i['eE0dEQbқE"B*]l:"a!h=ۛЭ.N %: !|35ri8òQg0H&Zلv_|eޘ_dbV4Tb"[أyV<'8GT̷{E":smsjJn9N9n J(յ/+h)pӞjM7ޯR N$Dt[Eƀ `WIm!˳S |l6" ULs?*dL}o7#V(u>?쉇xl o6! ;rFX y]PKhL7_ SMPyBandits/Policies/klUCB.pyVnF}WL Sܴhvˆ yE.Kz |G~3˫;C`S˙9s9gV{0x;0Px8^.\q-Bp6|r Y*E8Ր*>Șf 7\@$D"7Z #R"BEs8ZN*\ŴX NX}89?p8dyppXdQ|0 w}T44.Lt "Rm0ŕ1=2-*tbmt]I2fLHa֎3h2޹,3,_H{pLayXqMek)LYԩtTH56 TϩӺOG|/*|ߥ bjuZ T97&=,BJ#X`_9Xh3pY/eh8SrY! OZX~q;x/4g/?KBɂ[:$+֚ PX02'pe(ґ_>yqݷ`\A o7N0O -/&6M4IkgRvqDwHK06#;wF4 n3WTiF$#omGʢ`d-.s:ouQZn7+BA7[ оjchwBRM-L+Ң`:ӤדҪ܃֔]hmlJOEbN@7Qpq2ԡ]&}{g#Ll&If Xpseo7eحIskHn`y0DL6pL['w1=sBK:DLnMe:~[ig:ʱyզ2[7~5`tsVgݴkld>T~p=3n90$ÃEYҀ#XMb2q]-aTzGvHnoYq?`tX8)v'$]?tGIt&CiaZQX㼽ZoVήI[I*#jo9-R ^N+sd)s5~[#֖F}OOY뀬*?PK"fLI? SMPyBandits/Policies/klUCBH.pyUo6~_qsEd9^(`AQ ) 6dZ:ٜ)R$}GI6-!}}/`r J\Pl8n1b| <) J`hP>! gR^͗JfQ&5]SdRh&D4Pz5Iգ"=aLo~yu~s2s2r28JB%!Ph. 2xfM)ּ`/f8q*:%52 XJ؜ӑӀ̬Bv)+A, ]+蔯xY>2BJLDP֤c6t~5tXds߈*Y^CAi ;`a^',K52Rj:"ŌJKn-Qd>;>Py𿕌>A(bMqot:H((QGg,/**ibeUnĺzA@Xw׭p6*iU§.-pq $=2PN)ayN) RZjNGBpOnć~FCz>xPN ` (J$/'I Wk jqHNIy8zvTdOm·lmپoPJSC&S`@5 j*Ea: gG8آlnW:,,]vl67r sSƻ{@c>,{ lb|{Ӈ{Ϛ޷ }{ӃL1DC'#(L%vʵ25R>X%HO0/ZvoHߒ3{;ȗ! @h%Gu "L^άqF]İ%'IH' D0]"j-Ӌ`:r˕.EU; D26Aʵ2{=dD&`EUHP%91{?8Q|IëtyEp[oءO)- \ۿ)%pWI9Ѻx+Kq_?ruEFs$)}>XRDFr,2touDR]>DU(i&tURzAu٭q6&9~Yp$w 41 s0Xa,U,b$V{WujṗaF!? ,o8E05E7gi׫kR| &IfIڡPz-2ԖbHתCcUǚV h0_x  l\-6U6z-kbqQcqH8^ܛb ftǧ 47 bbӇϚ>)~ȕ{h{+Z4>5%*Әj'`\, 8&VvG>L Nr7䏅aK{;7-W@ʎ XRTb TPe`2 .kq)6 a3Qεk!SMPyBandits/Policies/klUCBPlus.pyUnF)&Q EE1ZD}EP$QVRZhK.eϑ IIcgfoYћ:jAѯt  `-G_ooRrm@+>*awߖx`2a lsnJy[V&WʹF13[ Y,OOޅ/!|F$y*Óil#,Pޫ^[=fX̉S _J}/eK/'ӓ-u ebQdZ(*"Y^6ɘ !:Nw4j2yj\r$x=pJ 3ڬLWN5TEm2GeANhZXTC%S+"`L2:Q_#j8ۉYrMm#hkՕV' ߴNuGPVy΋kaksBb0\:gc3E{k '!nd ݻ']%/ĠcV(ہնS_Ƈ *OQcT3YEk=ИH8jL70OG#B}1[qx il/˕SZ9ݳ1 Ysj[ ǚE >tJ)} j8@SUσ#@5* ,K6*kGcYa hDU$Ebi'{GyY|Pϵ`~$uI5Rv@B new^uNL1L*у阏^%7MBFw\O 9dH8p//0[v>]/hܨhM6ݞM5ی8 J!Lq;k+^c؊ 6`wŖP`餰J5}rh{[H>7b_Ql;U^yItcQB bJ;axzr SX ˜fҍj֒db @0@Hu$"ҤFt7 ^} *V=(+gww{| x8baZ*:hM‡RB]ӡ#(]#$SK`q'\it"aӡGXٚ,)<,Ȕ<6Yd{oԇDo*yc9fZfxsxS<1jwHL9B©aTNаB©0{j?bXz>q@>&+ۄqܥ}%ZޒsdNE߼\$nK+Ak~Vy?u~nHߓz\M+kƓJz< Ie/ajY̴MPLa͛ DTBNkv9Bk8Oij\IIْIGFxn<Ҿ|* }%LA/K  L-m1!@eBZ kIZ:&}Fǜnޏh;?5­C+JG9W_,6\+S`nOp#*%С8ee>%w/Ȟ"t=ֲq)9˦YxHBn-]hC.^{/GXzۂXILHCFPcw#: ؍@']1Kvë aνw>>4tro:v\LYRKH)vk>$.sӐ[8PAjre}tO%ߔf 42l:һ~=ؘ-2/ql- »%>p>󡣆Uec2]$4j.<Őg~{~ 0>Ӱ;LQ+3IR/U^GswCY jG0sd˩\>4H~ںy>f|8M7ɯisA}/in{#7&]}LJw_F7ğwQ1u|֙K<_ tADVqS:>g ɗ$3C+Cӄ?PK@L3f 3#SMPyBandits/Policies/klUCBswitch.pyZnF_O1eJr^"rpܴ0&ED^Q+gKۊ(+K.";;37z?75Qtwr?;Y{P !Ћ rj};pޕp oA5ruM&n+'&DS]k#N2o: kLxKs9_(tƤ7|Ok~E ._[KEaPǏW\Eq:Vbީ)̽Hcw Gk3 +!Bdj;XKb~̕1H4(®hą2l&JH&jt?B0|':2,&?VQ-?z.NpҀ1NYOmWB,s>R Ax Ѓq 8"q͖㏋%s2ڴxteVӅ?CTu M|qS-'ԇSG"RBstMQK-E2i6jEٵ5zrgy!,g>k>bkZՎս͐Sx:Vxe 'WRυ`nU?㨯VZ_31؊2OjF ]~7u޼ /44gG}78~Ru3̆fr'?;GM\~D(GyxEzeO{Q<ԓQq = gGK@Ņ6Ҧp±vA3agYy-+-I$4..!"--Ybc+éG|ajy{M>l7e-U+  5BBT22iEehZrx 8& ?x 4/4lyW*1Mf6[,{ϛrCX1yC؍Bj5RGϧʼnh$ϕZRϤ#-<_ $ }L}fW]L=$P8kW TPtoONV025}(☠\si}[񫻗\{;eW%̯v~ߊ?ʮ0/M\uJYꥯƚ趜 ++.1 ? \X9c͆N*H"BJ󧧿hB*1 PufꝔ9n k1Ojة`.)w#1kZf^_@:u?yo|AP@ c\"Fu t+`lJEq 1H1 l#Y`߁4E zc,) ?j!w ,&&}ͪ|8LLm(h%-PDjDD<,B"I&e;Yg#]RAH <АPMr161VnlQ^ʇ*j)F 0KcW~fUa[!Jn5y&pcI+i')ȸ25Hܬ%MV0_1+::&%:Ơ1D&zOC10D+.PXϕ> z@=O֡lNN~`iNP?qFiw.igG. !EitqVueKkAkJ9::iw|XuXRT Gnwq\m*11Uz]y&Bb-vJ(8xcǪЙE  ߍ{AR"Ug-4{TF&Cfw+*j{>T+]X7rZ^$T} |\EEB)`hݓp,naBF0' 0}S*si9\FYwd8SV)(SnEeS 3lIwy豝 +ZE:;y9 *2_p6$YPURVA(׀[bh&U"Pԋ {NT) mT|eӃ K$}N/-ur^%~)zMm ,}? d& fz̶\qWhS\8Ӧa1 1^pOJ'4Si3eAc>bTxAobcv)[kcNbݔ<暠>B<=re~50=ǻOsNbԟYP5MFf؛MJ3H /@XX!eb`lR{ThUh!jcvd25vͦ \{w kU]ڶ}uP#Kh&jP]4k۾wDr6Sno |uܿ|BFU<׫f2Hf{M~ c b6{cۚlpsK2&_I)b, YP9,|@e0z,@5xS%pjcj !~3Cg m34J`Ot)rRhB]>yltM'$oAԺS'cdkPP:5r:[X={77 };#Rn{n9‰EڝhRˈ5X7;( ?T[=ȉ]#6"YĆQ(K{r p5sׁPKv]M2dN~ SMPyBandits/Policies/kullback.py]}s6_WɑhzĹkҴ&M;י8gQ"dHb2~}b|z3?, 3ؿ<{ - ,+V}kX- -f ,w|k[Kpl>i&Y 4Y2ùн _[pww.Ā YAB +{ڷVp͜zatr NO鎲ٛF`(wuA >rkXnZ~; sˉ/{Kk߂X7˞Ϳľ3<mhN骦k@nթeSuho#"kHh胩J$Z[sPqf?%  N`"Yo u(ޢNxkhxEQۻ[ ~ls[FÙm }0GK>:kk=D |P2KL[+C, L@ESx<\7Ƙ58>{ ߯=ky_zEsD8U bdCwMBv`"eOP!aj"&YΪ@- J*Xp ?wHCM*Ƞ|55c';!%ZFvTE9,](K ^ay@wm8W\U=ju?ބ@w/z M/b:_;{r`aafbVPm+V 0;Znx хWOj³NNHgM  郏ZF3l=·4rX1p@ZVTJ[1|D!*QD$ԑ}!8b > %`F`<O^ 8sVoïp-i'MQ ]H_( /,eT>:l :&FdSGռMuu8u٤\#~X[ò=GŃPl1bK[>IK`Sp'XySmJ|ſ"ゎ҆E7Q],|\>b*Qpk .h@Op_Ị̌ P`Uua9n-'z}2Õe5M`)l쏎c69ܧ/xpy!мWG<(2 CzQDOEur6o8 J^ia4k|8YkVkTZaK,ቴ2|X 0δC` 0=7>LF_J D$ QGFz`SwFWR('.'<'h.'\'_4!64E(*> A_(U9)ײeUxGDP楶)m]O:_Nf~KݥN1 :䌪sTei#MKVD)HtH0 Jz?5aB3O/h=% Z$d8so>s4DċzRlc22Sm0JssoMPTjRAkpרS3n OqG`sLq[)+ga{5a]57b>紌{y, c)q 0fF=pa5wx#Z&tY庀A}$C.,y L<~QiHWOC]ʟ{l).reMxnUtuGKtYR!Xvbеv,$bTrDŽӒQn%R:f*@17uL(71H nR^e8vxdC"EYkɉlvJƴZa8I"/͐cƅ=D=YlFefTPq! ncbQ"[BS6JU#0t@RxvwBYK]UI4^(%JqC|t9'wt>x#gG.z_'u Udt6.z R=">~~z δ ֟L'XܷPn].2vGזŏ3R!AlEOb!^Dȣ3Ek-Z?b[LR"*pDZ;@܌YGwҮKJC|_Y/#^6*!:*2IG. g|lR'yYy֧*=() POdRFaڀBF33FWy kxX[}F&(#&&cMͦ$f(01&괔i&ө>)ebڄ ˥#NqEG DS7l&'\{?' #[,x`IW_|k#@5:pH>n|AKxwWd7/Ji/ sh0j)zDĤX1Kk2 zzє~5@)4ur[,G3zx`f6:ùQk3C=?1zdߦ41@4gYc_i=Qm}eUcc]k%^Ɋh@d2b1 ?*p3DjX_YQahLK];M/f0b2aa٨ n3DOfd%>. Xռ M,xFc'Vcz gMp*w9©tTBO^Bk\Bq~ {}c<%bx;c;#0md=a3;:cs2}=9ci[?ik=a{g{΋bnN$؛։',IEldjJD(A!Qf |O|0_x.ƀqL7}$ 5ƸToq"ĸV'SoՂGr[cl!.׺qE}Q x@յv.S8qc6d\gedOPׇǢ c=3h%d?s@Z2+pl(@$ -O HUـIi0 m7H;4aƜTh7iAʡ5٤) S N5 hMN !nNkqEGAW#|Isb_ATͩ!1h [<-~ARZcy>$!,:Jˠ&Ӕ l?{Zxsa>$\ Ce!aCâucᐘs:4u jgQEN%$̬w$l]!fMw_o}XCSQ@EaC< A||7J03cTY#xkf&(@(H8MB͢Ql.Q qQp.Qs!0\8JfRhZ}H# ?W(]E8 ]%FPtFpt^`xaL( ,*)A qeX΁x,Q`PqE1<>\OxPscWz/%~0ȧӜ~88ڶʒsJix-fH=%G|NJ]ʌ%RdyUNod ÿ)j^ks6\@(Zrچo7.ŧG9kc`\ ?'({[׆/c89x^[kX;+q(!00P_߾|{1CKZaŸF $.u!kA{]?ǖ=&^b[CHIWLWbҚ&]u_H$CK}Yd(_AuvOƧ(nF(4M>4&`o# [7߿]o`^y~y/ϲ z粤~RcZT$ m6Zr8C%VoJZBByUapZƜPWŇ4d-Uz'zy,Mb3E/1QEN1`ϥ0AA&@mA.%]ҰD/R7e;Qw' 9q E1x#ƵAoIO{+̐k~;xp횹ψ),o αCΠi;+ Hw9\ ⻋K)<~b-)y+Bm|*-ޗ4cGXV1@"BJA$~n;!pQ+o@CJ#-<ϟx踴dJI:.GTşzKD n*]8z X(xxK.sc{cȨNCulKy 7sxD ц A^a S JzCP5cm,ob,~Z2d1b(=AgE hE".z\#4Ԝ$%`o7\t4|Wa9@Ŀ|jKchh#@BWIǗ^IOѓU^A7Ȁ`ɧWv(,pڍ `WGob{ujAKX9?\syy4.3I3l KK)/ k&t 7J 6d٣LuB9>4 %h瘟,M. d&߿){k~@ZtfWsi|ݧm9XrbY[`#T𿪌: ,(ÞH0WxIe6ߥvor +yQAJ 5LϷG3e!襴:l񜧚h ~9ՖFHZ_}Mnز¢'}\UOV j˺;8d/5ܬ4m<LV. ^a2}mpDtVAHRWx4%CSUԦ Q/WBGCz]V6L@nY@|%{hź2LiI̼Eqӎ4}Ov]|B(U}v*l7>q!@j ЏPk ߪxPKPwAQ;>DY_n5SpRp,vi#S*EP7D/K2U# r'^\a[cc^1GZ7qqKaY*jKZo Vď5VnX8:|xY1`z鞫\X%U.5oPKoL33a5 SMPyBandits/Policies/usenumba.pyTmk0_q?4 3a4 }Ȓ;yt:=zK -ӷq QڂteA꺅sU:QU EӸX| Wrҹ-ڊV)y0˗\pFbh[2 Wh1nPME&J|EV 竏t go!x80}jPe"8EPL@ّX H7l)`n9mPwCeq^?ѣn 3cqJ+{:,0\O [0 b ?N{`X{P @gR 3z[ F]-eҫΐ*,zT?Yek.`JABnݪ3Nӯ.'쵘R$0.gSTkY\OYQ*[&m( ZUE!5 jSt.A|Mo^<.O35BNmDu;̂lt[q[eF)'3Vi5EZIK{{BUJlYcP`鋮W G憭Dg六r JgBNJsb󹽙@oj0XoMrjTʉ§\TxU:TMv69,߉g,^R-S _+8*. Lp"Ax1PKRLFQ"SMPyBandits/Policies/with_proba.pyuTM0W e$u79CۂX`KFޑxSp>f̓'sN)?EuS]!B* hI 4HWZh &FyѺ @8YZ›Ccr| f+:['%!5DiW(آZEd1XcBr#TNC8c^\>d!oV=Hm(V;gQ!+,L @A7-Ғ%0UTug&Lja̗P[{p#H>κ.ٸc\ci5I?-L}Ij*EӠZ]1זH,𴆾\~C3F ma!` %4^wATwE%%QBo/n-&t.4e:!+ݩft Վs%j֤pk!IQ(;-4ڢM:N>z]_՞6}8]7MQT3OBxHFRcvBèViߴ>۔εg/PK:aMs=&SMPyBandits/Policies/Posterior/Beta.pyXێF}W5w)JZ c8`%[J ~Nzm7 9%8kN/ea)a{%5-3u^ް{3R8_biDngb# vͥ֯iq .dE^fүI#cc63hUNZ} gd RY,; "<7ʹNCU2U".rOV4UN*kL-^+ Zbd=Uvn$Uq́W x])R2=|4oq.0Xz:]T2r:%q;ea3"8ݔ>O·@v^ʔt**1rNWT W,={:VI"^YhZlvV9Sfr &\Q;Շ=\i\^X]vlRΕZ)"ApF/yl܍ڲv_tJ"[~l&a75>`0wNT.$:4ZxޯCOMGB2[ 픮b!ܖun@&Z)M?{3Y2r,+S6- =1UFە@&<NfoW(@|V p2l%ZtN7*IJCb?zzɓ']ct? wҧS5^d@𫒏ɿL> )q#:?Q t#%cnh Y)^>j BgCPۜ`A0۠%nru;t>wq`4EVpYWysܰ j~ٖ3zߧgwAv]:3zVzQL|8˾ a0h@}8[a1CTA=ϋ|ȝWo}_aoN.- Ќv}9/iz0F;s6뇳f\|]9 yUX_GGi󡺎7#\r2Wg"͏#uH|~&P;CPK@aMB"W0SMPyBandits/Policies/Posterior/DiscountedBeta.pyVn6}WLk'6nQMiae+SI%q {g(Y|I7m"99g#w!L#!>&H3jZpͤY W"U\4Ov ڜK=TA$tl`]$"\C|,gjz]_lXs䊏 Y zZ҅L ip]pp1#&"f81qE>ppSGczr#JCAcwlVL.L dJ('f$ltRnf@Ү\(*XԂ>nާR% y#KrnKlf*3,48ϙÔA9 3™, qg׼k" SL L-ds>]_a&sbXAZM})۔pi癮4"n6x1؁=YuDCSdDe;  rMDsm"wnϛrm+[Xz!8 g`³2߾}]j6Z'ȡoPXB#PmwF2pK,{EsS[~W#AcozQr#j 'Zt57w,>i5ӌ˭)w >GxO`x7PKwK5 'SMPyBandits/Policies/Posterior/Gamma.pyVM6WLCV=-nA`tHE٬%R%);b{gHIU/O9͛y oV[`2/L)UZ˵P: $9Jb3`lKRJHA0$ADsb7 z[0i. B+*GAiMF_Q96gPhUAm4OSU\ACZkrn;T+Q { 4e hD]~fMQ1@IXrck Oc-T1֨*6=ӂJ2+W浅wNk[a㚚+{ޫunK5Gg˺d.硧f*9˜X)!Mәe*ZţF[/ETn糋S""8 <Ԫwft:֔bS&pC48F׻ndܸYqOpc=vgCݑlRLMR{}/UXQP09? *0\ǥv~ݛ*hWie~~Kvv\rOW pip!Rdbf2oVa|Q (JM8~ʜznĒ{F_ٳS MB%N~_ qK~H, oQS]^&ρ=%6 Ǎ=%: ƳM) wۍ+z)yZg-PKPL# V'SMPyBandits/Policies/Posterior/Gauss.pyWnF}We6TvW@qj%.%,~IgvyU@`Qܝ3C8"\0OzI 36\LA%+Leʥ>lVbs.5 X3t- mFdD f!jo0`z 9C 0%1||=LΚõa<>+.| >  գù)K@Y!# 1\'y>pTlLFpeeS ʈX,MI"d^1`pbْkx?eww7Lbqa Dg`vBcf|ʉ4x.6Sp[§,VHz^Oj@-4qapitd[`dyFm /LQ}Z3%F8߸>VBLwU._i\vB:6ݕ*B #mh'\׀-e(H.֯žgHgٮ$ )3>0f2e SlgʪUM>Vlt>+t4RZ }/0a<}Hq4qn)E-kӈX͞0^)%Aq1OA{05S,h1R]Z zw6"ЋJ{FW" AqYF8"$XL w}3d#}̹m˫ XZ "s~ 6(82kqrB Պkn]eWp6ET-ġ2>v!`@n;DJ@!zc m)Wo VXӤR,ݫ"?V~9S^jk0/4?I6RB,%Q:I?0ZBTR  hn5 [Q0U n]*O3*zTP+legl1i'{{e9phU=zTݭvWMH23) l2돐6¬W3lwTkny׋ s!_d.Hm,T.mSXE򈠭F~?Gv>{tR-&T]s=9bT!7 v齯W@ =X*o_=.;LYUSEr4耫5kLݜ@|a܂պ}7_ p1pP]!Uu:t{u7q6lE6A@==c|vAT?"Ƞ#hsxNպRޟvjI<<$@`?PK:aM c*SMPyBandits/Policies/Posterior/__init__.pyRj0+VbSzjP!(Yh}WN=`!3(Jh|Kw)vs(`9b :`d>\轡Jhf^l!Zt2q$O ;o{n_F\A?oEmOࡗ,+וVlV:1K( X/'؎r& =K9#wu7čON>Mp|9|u$t`+R*oFu[.lCĒ?>&fNnOkۋ AI *P|JTf̓'sN)?EuS]!B* hI 4HWZh &FyѺ @8YZ›Ccr| f+:['%!5DiW(آZEd1XcBr#TNC8c^\>d!oV=Hm(V;gQ!+,L @A7-Ғ%0UTug&Lja̗P[{p#H>κ.ٸc\ci5I?-L}Ij*EӠZ]1זH,𴆾\~C3F ma!` %4^wATwE%%QBo/n-&t.4e:!+ݩft Վs%j֤pk!IQ(;-4ڢM:N>z]_՞6}8]7MQT3OBxHFRcvBèViߴ>۔εg/PKl_LXu O))SMPyBandits/PoliciesMultiPlayers/ALOHA.pyZs6ۋPؾDIL^ӻqT ! c`Iв~xhݗ$zbB{!Sd'u^F$oMY2?YD2ْ%J."fD.aq:iL,#tMfXSL,dB˜l8O׌d4$LDvOk؎\h, ᰵ2Ϟ_"?Y{P.26_<,9˕Sl0ۮгTuj {/)&zt8"j S,;Iie#7^P0N?MtYf3'\8&x 3` Zp)TЪZWu\ :fR@*P:w1Iꐍ) X@ib)-F#Xm4j,Av|V<Z0ylj/b: :fV2#,>/ EJ"#F\C0{b9#Ks(ZmWQv% &<2 yvjiT/D4a?zð;{UQ?G S!#K +,3΢ "95ؼBd nu)3-jP;JptG)8HҖlﶵLh,;ʊnhfSY~YX@Z=ˆ9$bЄ^SIBrMCU2GheH){D,CB0;!V4.pC|~$?TՀ,8͚?2yRnBLiolDzlJE eկR7CNE %E=rխANħQ1)k5&hws,q %[l]YPbd[&HS6V~)++Xb0KAHuz&imgM"g 4D`lE)I(!k޽5. ߧඏ=|2`f}>iTt40FOPpd*ee0y:&`tR\L 6Ł:|cdHNe~zr6Ewk 8nuۻmU4PAVE 6t&y쉹'TU$,/驜XL@vXnزӳV 'ٜ/lElT>eڢf(fv1[>Q ӌOʞRc܇r>S:DolDgX"V(9R0@C@ʑ%< wV (@D@.nG=SV| Vy5d ޶&&ECa5.mRkkώaH\>QHsLs-Ӷ2BBJ漘t!*$Pit &lE6VPcov1~Q 5WZA\d`> $aM~wk$xCm/Cꭍ99^N %X'E1`L[R' 463] T+V2 ¾bT{& El YlTޢ>a^cܰߪ.x_\h|DО$57%fa Ua%rYDlЃo4W+VOyf@?Uy̰Ăw"V|:}'g QgkR%}ƕTekK2l O1Y.+Ui r6>Zd@GV;w#74k7V+#Ta08#0_VѭS{8N HWW||fp믠r5$qbU:V>qq9c%g7J7 ^|—0r}OU ,ki2aX|p 2VU4N2 x9U:d6 lLc>A 2p*ӗn)4X]Ya䡽"C" S^țAg@xCq @P`Aj8c?~3gl5ŦCYT>}|j3(YַN升p<4q?P4oZ%uSkbV ׇs*#MG'7ϚZUv;6)sFIђd4jȩ4 "Mf%G,uB `ͼSDZJiAF/O\ZP'kVv?PK{RMde9SMPyBandits/PoliciesMultiPlayers/BaseCentralizedPolicy.pySJ@+xYf²e<,"TL-P]Q_I I4NJ`m.af+W,&ٔ 60ێa }ȍ о순 rVJT4= 205Pv3Q<8w3xV@XAV (j\aJ1 2gY >M0 d{^>ybQH$%(UuέG$7T}3ּIx]1ja5frb=e[ʭ;ֿ#o?-%KW"[hmpcPd\K]NE$Lλ3#Z-+oݠ]]Z+#NkůtHݕ]17|BPKYHMZ%0SMPyBandits/PoliciesMultiPlayers/BaseMPPolicy.py͕n@<B*@I-UU$,J9DjvE]}gvqҋS.;?;3H%PRJ> CZP҉|B(i$7J; ^nb}!G-m; kAr"I)\[b 1sQ/cb>eCуZGeQ78(VXU Q\3X݆ޓuÝ1RĐ¯ܣZܒGoyA/[:"]@׿J#c,(A)>hHng$ݔ1zR&$I+'P:nVɓ]Ai\J?}C/Ǽt@t=Z{ga.xF,Gcg6\4P`q{A#M+aj'tgB\'S]]\t2n#?T~QǏ,Ǡl?0_xh)ѼGuNMS0cv!G4QȮPKƁnLgR6SMPyBandits/PoliciesMultiPlayers/CentralizedCycling.pyXko6_qb/ :@&tӠ08Dj%Ҡdܢ}%)=;El xy>3(WE)7sjz7~M&*>DFu[rдSUy[[j@ Q)r#d.(kF) L lFɬL״hSb!_HuݤQ4R fOPjT=Ku(JS*9rMf+Zoͤ6gsM֢HRX RoI=V]إZ+ǽ|_1 L&I}f8g3dsi>Lk!Asfq=9UL΃>b 4e Wޠ]:֙b%:(>E hr,2v.`ELc%] $.ߓIVLx i}VCUed0jtlI7SX؊z&ts#MF}ˇkқk˵W\u KϱmU%:BL8h{| yLKM,1"#Xw+\U2}u/*?a\]D^ ֖0_6O1UhāwbK90s}ݚZXcjTx.Tl)8⋉RLfkB8o@s>)K ]/:mn!n8׶J]բ8>wfdlO xv@ L$ LlZ}@"Au3\}P^sۮ(W)t)B%?.o 5DcF%) ʠ8($+ũɂv6~wG?uӳ:iw*ݸXD[,+|rRQ_gd?݂dt>7{)Q[~TxB6(GfT+p"1{2?ItҖO O? Xm}ChcwkA?5 u;? v1 >?|59g:u 1 .0y݁XTyh.A&'[jqЄONf%J۹wOC'qƈ]ȸ?;p+s&C0k4窕f)4ԅӝihP9_0>.߻h?s1PB9ìh6ѷbn68(*=?--h\Y)ˉsnT!,EvޡR(@~Uqn/]߷~h@.O(nuGg}>dY`ւU^" PKnL44W4SMPyBandits/PoliciesMultiPlayers/CentralizedFixed.pyXmo8_1q>B[-s4Ml+ Ymn%Ѡ&{$r_n{/ +p'SJT**~+h4KQgO"QLy9fNhڪL&;zdCU)J$!Y&עHEj%ÔwW(yS6gzxY@\-H+&(DpBq,\a)/+ChKMoHWŌRQ15 0,wf^7vb[Ǎ倱TDǰX VΘzT(PLkAZreSOjeJQK%=*V9-TZ,$҆RV㊱_01_qS66r)3ivAXv4iVqG/EYbMX9ֻ(0UѻY@gE/Rk{? 6×aY7g@<%bkn]iQ~ /b $C Anac :|Jqƴev _s\ |q(YD~b4RVr]iBBO#[SY:v@N(,!`Q>xF7=7p3 >Nj_ GJ<6㞴cTX7q.YA5 g$Tt;ka~Nui&%C.7ct):ی\[즷u2nb:#օ+qKE1 bsƑ-~F~zfQlIB-:Q&}1.mg)5>]QQx2&{}LhDWs]n9Rwz#_NuUԘA+"Mq/q/s/j=1g9W=:0ʱ'75^/? W5S!9tSU!R%8 KbjRW8)'K>P5636!5vn5lH&DtU(7-v{a$38`@ӎo-Eّ@ؓg 6aB;ŬD!^V*Eq]mt)BB$ O}DB#KT~:kY~h- nJ*}WbktAy+z 㯛jp'wfuVwB7t.\ #-Wak~!~_K.2Z<+V`p&zۖQU;I˿ʼ6-SFg?sϹ`{} N:|}Ҷ"W n.[#ÛWX֒m+9~RS4a K`t##Lyskh:rnjZ'!l=8f;ܿJ6 ձk'A=`r؍9)ݲd?&9~<AUiZ4јZi 9+9Zsi.3KlmI=jMU3˗\pA,P!B1dHF:C쬓x/ >lb@AWPsZc]3 Ef JVV:2+3P$zki'3 HXa$)yWtΗz2:؁yC$Nz\ǠiI=2qJյFIH5gPĥPzRTHJk9rFr PO츹uD1s3o5Aa𯰲/~ k׎|3id^//aMX$I4Tsf]D+KuD'rWEJa:vc`yzv|1xagF뢍I4FZn,hMFNz\PKm^M;ע;SMPyBandits/PoliciesMultiPlayers/CentralizedMultiplePlay.pyX]o}ׯI_ r`;Eh\Li)~V !wW\IN\(*.?f3g FG#ʗcb}:"Uɧ*LU*cěT~%̀2Tl0K%aC+ٕlv؂LR>r %)+2V1["tQJTVRQEQUn1-މjmWxzfjRe׽t**hHPWΤ1E?{zJP^zV=Y #?]]՞ñ`JUszi8֓sYZ..t~;hD0n&F [8ڙT,\;&91mM6qZ"Ds<>i4<ǰ7- ex:ujS<"t~04A6x]o=>qzr60ʕm6)G5NeQ+vis= R##:zGG)kkGcN\(8\Ka% TC5q dcأw_.v_7"j>OW-՝̙FJe,s(1}UTSX,7nX Pbmh&օz@L ĝK8R&3l*\24hY#URKq>VgaCDl %< m:5 Sx/nx 2oNNN4k( XGtLJ÷=])8sdPK79b;[=?[_5tn^/-%0.b~CFm߄]% oo9Xl\N_7RyBp^UsЈaЩxiuZK-"F}@7vfw77 2hfG<]S7\וiBן膎9B4#w+keW>bh׳ۊh/p;.;u3srؑڬAXryN)"<"Dq=g֐#@/ξ刔p9* k<|^Nbc};e#bc2M]rL8{E{\)gj-:@L ,J 6):l_tyq6b\m6lAWa91Ԫ"}R%Ѧ57|WxX#6}$ l\7pl AZlb219}0|D}' %.n 5"]Gu%;}/H70aǎ7 N/b A pHW?~t~_|3B9gMZmh#LU:¨vn>KK |8j^wU"|)hqaoPs{2ܹ)뵉DY\Q@:  +I%K?f:nRey^[ˡČ&QUڞb1O_u$V fh)ς&^d{XIpf 4EOCzTߜZ'YdkS δٚh**כk ,!IҰPԘe=>nQM :ѸTjn~T91CWK8 &O'#Wj=rH 9D?fmJe y=Vg'57w zK'YT !~+zGTڌ/v9@]K†HpyOFpaDKΫޮ%C>jhM%^w;F"wӳo9{H2[89O 89@{|=vȺȝܰF_K96S&9Ӕ "ZcSmhMS?{=6ui5ً͘γq̦PKt_L W,SMPyBandits/PoliciesMultiPlayers/DepRound.pyXr}WZ,ZXP$W(v`w`o%o陽"ɕ"v}v'4vDAt3X^ߧLK4JX&2-D5P2 1JA: dXjZg /?_$ҐTaHy+P>)&ӪjOog싔G**Xj~U"FhQD{:q7AT4}$~7r: gg:.^/,ƊgrV9񞌌ePX\Be0$gG5n} xW=T,YY k 2˺$EUj1Ꚕ`Ȑn-UT},_bV+m/'9X/N"f˜2Vn%ind ;72r,E.w_XAS T^Jg,imZ7p#+ ZI "jFPh@p'l*- p!%Z+/"0pf.%)*AEV Ad[B%vУ>x+R4f @~l2l7H[?0~>F$JOiqE!/<\s7uY|KLȔe%H -l /"Or^Q`<߹^8 jq7o;HhNg^C -%RZl}0ՇvzGOc&ǐO0G@e0|V| #B}`$>cЈȘcZBظJS{طxNX~ds^D!Qi<:S[wdCn=[!w~ T`ѕ-~𳕥քca(ę<ިh)5](lE3&&{"QعdIi^ؑѢxЈCgb1=a;pjn!87(β܅63F\-p$w,`Dž_n)FϿuW <ηf]msa`^l[ndvulб=ұ:}3m+2C,f:ZNּGhV`Vm;YJОs8Jn;m +hM)U)f]_wdwg񁧋LQMڭY(: gT:lSy/N, "|I$SHjU[8L^0,j,rW:ڵuԜw^]mwIC3#]`A~v+MnrAT$|̈́2\u(7Q^j6j-0&^ud;:LK~)X?]7ܑ rH-}ݣK.qfMj*m\V5{KPKTgLFXk<-SMPyBandits/PoliciesMultiPlayers/EstimateM.py[s9B$bg{g0Uح%d 8[e{.FCRh~ ,뢰3jZ%!,r2{p͕ gVFHČuOb&b%y!,\6Iζ]z`23q3|.sQ౐ɚU1wTpQhP)[$ 17ٚK&RÇ&Jgy2֘'<<~Z=v 72y&BX!_ 'W\}2۪3aaD4aiD -4(2Qm *.Un1:~`Usv1V(BZa/A&b` )QHWI47ز* gBwql3&q?x`GxS?~u{ B^]^]i_~*a2'x'=&}ll lhG&EP0_\Z?͕@HSzohy1!1`C u2M T&)SȬj7A+@qL9f'uE@Y>Q?~dOG6I6%g7.%bte0/ȭid?iA+Q~.6"֙2?k4g&+KU5+(t{tA 2eYfTXxjŠ0qM}4a{<_X4>)I-1S6w-T 5&MDyj˄ ugӊN=q6 @- 1%#}C| j{|u{ߞ_UlvH JǕ$R:p)/۞v2 Cў {3??=w2?NTقڟ'2uWn TC:3 syxJ^nD#Eoif5_sZ!1bpԀk{yOYʗ u OAp9ݮ4넶~@JtkP14lg}/~}s`NU BйV9WYHX L HL\.CsLx$*(Յ!PI.=.EԎvۓofk((vP7Fqiے61_#̒08g ҊGBrN(n*IsUH25@HCSɩn,Jf7zΚ8C5S-^5ܘ2Ub}KNPM-E% 9Ll.F׻q@4OPgx|lt _Es.uN]foNpJ Y<2 -%~5ݵdB ~&\vnM63CO\^5M{hz%]Ɍ}s*Lwv*S䓮4ֻ .+eFER2vHP5]؝Qċy>r@Rf۔ 47ճ݀FgCXؔvlMRl-<(m&]ё:~d1TL2IVDs݈BxGg]_ 欄5<0 L{'% YTE`WOs֐o4M+ ɶj "`R @=+t"d%e)7[G!rPKhaE K0aQ6:;l5șv}쨄ۺ#RJ84}^ ^+g9ѳّ(r9n0#jA{8xf!N_v9 i3]WA~s4;yi46BK?Wl;'1\:E5'f& /wlɣK ݝWfi;̴(gN<uwt>抁Í/W3=sYi\)]ˎ: sDz4)peEN EK,"_:/U֣pw1;ouk3kf\__id}'Apƒ{&_/τ`F*T(R g7䕈jjo):n5WE7_YS Nа;UF:Tî҄Sv=b>c^Ex)>f=t59VmEyىaSc;]ϞR_ur~C=ifxq-PrC3U鸑<5*^ |aDbZ#Hy S~IxJsA7p7]wiM޳?'*1.R.!|+B~UI!,%]v^"; :5DZYS;^W0ł1z&H&Г^Dby^'טo9*GanCmW7:3 L_.tӶU^1a;0=J]qFcypD4|?ZK9ʙEʻm{gK[QWH&/㤰 N~<Ԃ\n;] )[ГIb&cy%;Pw3s~F&S-.,"”ݖNTB e2/FDU"U .AMUƩ(:O͝\,li3/_<d)j2Yt$ߏ+}ғR =)md~6KmVM_p'ߙ .Ev.жk%Yq*Y}hytP@2^)I)kx2)M&ޒ.sU' ]2nU~?vEh"c[]sUs^kqGYҎY"Qq^:sOMnhQPIGc 4;-+&,w_p~ww_Wy]aM55bIC;tgxNYaq}}tvBőS{%r hB.7bx|`?dtcewbLnTBc6^'f_S*KdnqWN׶|4<"5i&<3,Q)]LtZPKPnL ).SMPyBandits/PoliciesMultiPlayers/OracleFair.pyXmo8_:8DJm!)p{ҽ} 9lq%$H)gHJdWJ }LY2YgVӿh<xͥ1Ί:tlrFVa@<ɲy.עL㫕H+ -Z&LpW%h¾FUsu܀*Yn笊_X|%Lu 3aPU8k&y )4*َfCG#U9arE`ҰBwe)r\ƃW<cBdq)%Vh2Wp)-1]3ghQF0'Wfi*r(;U ҡ")'-OcHPQjZjeU9TOąiíKU1#-ò.4HZv`Jycv( _؋$c"2;6rmҪ`Ūj- e,>H[vnvH@(-RڍFF˜ADUq!ir60!܎FF f+$ۛ><^vgepr#sR Nx6RE6WWZ+ǵ3J~S(Q'rV* NΘ9$9S {ƃxPd"xҽúC@4*C&VSYj ճt`[#|z=oө„7T3q,ػ^UyNo[:\#֩Fڷsd"˵qܗж$L|j0E'cE(:Q==ה@*Y0`>^A@ڔl/K*^߉B~~Ipƌ 50xQxi \C&?!BmMϯ޼pa^^^}j%'Iӂ-HFw([toCڠIXu^/4htv? V&rPI {x=<3ץ],Ї=l\BPZ` 6#f!严:̃gm,qI:!mo4C~۴i4NG`>xlǏ-#vQUZ. ]w}ho=UuȡS!`S׽"1Z]tGNmx~w|{mP֑eM YFz';>nիx8 S_Q{+N6k~ 7a0ZoJMheB'dZsuxxTĚVũz,-vU. j-0S5 ?kLhvfS͉#]9ʼnAP>)mtiL1wn} )?6գ'V]DCE[ޢ y>`MS&7g+ vH/t.ݢ@)2FV )I+Ilgn~/Sb.i|hw4m9OV"æ^.$-m_jh@~$!l2ݎz΋4I_re8Kzn܎eh]WCX)2jQOdHsiӯO6C4k`z 0IcB5 r(섧mN{ڹTl2p9#eM̃ϼqXyxDrϻeQ`L[N@ԾF!!C@cx ir;;`vw?|~ԙM S/3,~v=Smwj:P+炟d’fAQ8\4 iZ XoپG0ⵟ" &Q8#i%skomVC-LCY5:bв^HR6iuƋEeXGRaT"f%VaO~j=z.kmF~+-'-j~fU@GΦBOivj4)EKKPKcnLuF1SMPyBandits/PoliciesMultiPlayers/OracleNotFair.pyXmo_1?r$9@TG38u y%$ޑ\vwi[MܵFbygftD1-U v5+>iL嵲D'$(+STlBrKωЪLS-WϩגDRV4]ƔViRU$V+T>\~'LkI i,(t4UFdP܈<).KE,1e&a)JKkןhIzF'=" tXl)#ͼ9.'(Z…FV}@n +MIm .S\N^".̱z{-"N,z'xsSՀ^հge&Iq;ݳ@,elpfZ+Q_ALQd!yqx۰ҚaQn42c. .:ίT©fX]I<r~q.Xx5T]D̫&`QYhB׽ׂpy;4wu6V{; j2ɩ2u8VJg†=IÖBE&wY,qàUQlyY> {hw.7*Yblcmd\//nw&Ynq fL޹|<7"4F,{e,oqb@ɥ&ޱsnux/R_L,n#Ӏ4g/45oWDItDQt<|[,J3HA^ \R M/9$jogdSGz и22xj Efpx63/o_ܾbȁ ]]]^ގ^_?g_~ޜ_Q`Z4smH'G^\7'.S #( Ln4 ׹8⺡ǖc7:w+I&,hO.Rrc]rm% vP;SFYHfrk7=ծ۶x <[<ڙo=p"89(g9\sέNjO;ۚwGhw>FO= *#23G81^"tW817t%?+m$j| e*[Zs1 _nl.ky0^yq[iNLat&H_uvSV3a ˆ~-sD] [hMu;7yؑag! \GHL ܤٻ/y= j8nլ˝&NF IsԡЕ25A K@#K%3Ip`'IES$ΠY*#뱨C C#5aN85áy%cϱv[cwjzJv.2v%?u/t¾;Nᶎ}aC8a@>Oˠ)2?{7N>8 +Nn\-4\x^tgE7vxGa?'|HH8_2\nX95;`?*4%8/E5]տWP[}8#zPA©wMSH|P~D ;5/QQBES9SqK;uQZ-wluTY&>1nK/ॅhY 5ӥPKh^M<c,SMPyBandits/PoliciesMultiPlayers/RandTopM.py]s_'gƔC}VsRO;%BkTIʲx?źA$;qԞ-bXÐ9̢|LYǟTe|rAYKF'ؓӨ<˙ ߶`Wk a|fr' ÆB4 )NdA94cGQI̒pS1G RN i2˳0j\".xΎ8f\DI y 4A9l4IG?ya~x[b΃ Mu's=#MVt@WZngmtW;;^I ` X6(3%[vrzZZ], cv` Wzk4 - I9P6uu*..P j9qX~e^KMGՄqz.lna,D;3.ohD%bNR~cԬJ+9N? c嶺[ ܻ' *oKUL|(B$EWؿEv\g>FDp>>ċ#bs*pepQ *5)fkch{A~:A4}TGq@W"踶xm`Ȫȴ(*xuF=XTVHL6!E^ lmrSx䱷D{y)ui0 7利3}TīiK8J:NY@͋KGEQ BǠE_9vޣnabrl[ZB}bR,'b'@!Bw#A N3aKx+9B& T#Ga{UqFa@`F]'mh;쫻0X5vZ,B9$h-Ԥ r2[@HG*!釣?L81Fq0a,Y--1EZba+[w㳻6ck}\<>hp+ƞNӊ\%څʘ+-\ I|Mr opK*GO\`3v19K9ժ5HDo♋8Lfi_ab8cC[{aB)X]RA'A:Pklf*J0EhbYRϨDҎS\j$Pvd O B NDSLh9=^[^OϷ3vNyAazV57F4Ux~m1VCCy96:CxZml{*y A8t=Lڈ80 Gx/VՃ%d)[]^~РQ`Q6Df ' ͕J0?GARѯnk/SLH*dQ8JZLىR=/Q)^W9y#bQnB`28 ;1sLEY8,VT,.xB] $J3fHFi5;KzpU1j#Za`Z;pNJVBޔ(Ueeu:A8% P 4륨*}Q~Jnȅϲt>E;*a(#vʑdEs7*?LZ[0PBBiJ9+,:82mڵGѪ%ddcj2mUj0q: ZSJ88Zr=,,]iã)&_>0`Jbuo%5 ' d`S%Qr*DJWVJJ|"3rmևLPuUV, Nu4r] *ԣ{h}W(u[yCS uMvm^ "MLM#2uDlE8#od sk+:C/o u1@q+Wb{#v>ŗ*6JVw S5l_iWiw]n{|wŅ2K&[]Ej|S} ۅ;ktwX]j !`E0[7IͮE[L] ̢#SP(0#jez[9j}l:"&8{4~鯯j1 /ޠM䘟ᝂm]k('d/^*P-t{;*\NenRIMYv9>en ڊJwHɕWV ~ %Tew:.JrI,{ꪒ"?ɕjl_IՆK(l )Hժ\/_ FeZ=m JsDa&_2ciGOSя^AV"z!YTld $Ɔ1@Yd%mCT41 V<~JR^B I OE qo؃FO ?g..ԡxxy DHHDm[ .B_OEŜ!D='eșxXk {]??{fON IEG[ؿ`1d"c mc=IY>˔(a~|fQ> -}Orzs6qtNg(bE O#1st[0?Ҍvv%!(Yf=?{d"M\E"~)9rW.r֣-\G[c( O'b4P$H Isr_^G/wƮv z3}ւiѤO[08HDi (`0%=q` YaѴEj_@E`G#|/;/$!Z!vHmnS.=-e%N'.ə ~xt\o3`X 5C+[(-jX>˸q8>>ô(>6wE9;,͌]~ӷgӑh.zGG@=96>ᓰ *e(z uY!~㒮JO4eK yHQCrWCN3kp #x,Fo k\Ȟmxzͽـ>?aZ@ܿŏ3>VcďU5ycdBVd4c.0&`MmE!3"D~ܳ^Z gW 㳈`xu(gXv1k7+9ً?wGbAg! |y SHkՁYE$Z&^vv٧RfJċM `qlRdo !k1-21n[{x#R3fL*\tmQ4sl;V7tY^%0|SZlym2s5ȲXMnp[v[yVϵJ-BPoF)4tVr;iQ( k QVQz|WgZf)#ci( Bl 0N~v b*bZa5l:XmH2&9$Cfdi.XA 9$\X-F¶]6 d{Ms eT|A\!Vɧb[> +]W70zKm TR:容:zZ4Ҭ6eFMw:lkk<<3ѓ 8/UU1qTJW]QBL;(S'^PG@O0(*]QtK:*iNle54tFP/Zacj8吀Q\ir|u>21w$a_qϰc2#瀁D\p}jd,6LiqOzSQɃ Եr-wgma|=8,;)6jde__9py !n8\#Pzb?[k)Ob6IOo y G\L<<א)]cb59>1}5Qe}@5lym`fukA-t9sF = "uj"6m4y42@<+_/ "V%dn{XחpP! sYB&!m#kS]OJblj:CY]۶b+Fq{J?fC%)Ga q\X%VW9h$sqCBCyw={V5ťxJϼ(<{(@zCjKܤpPB5_ Q=e(<{ElxҸ_:!`=;&ܷ'R1{S F#P5ɋ=y#ͥc$ 1䩅cծt=j^nQeS؋nzuIZ^ψ|K•NP.a*&xb.M_vTuSfXCN{Z2lA@c*ՑdVkg؊f]M[=32i*ׂ.9 ,={R@ g_+̺mduiHT?GnT|六rșs2=ݻfT֎ t?WrI{A^%諶7Vfx83wf6m1DE7OA&W]];ke/gvQW2jjS"a̚UfwsK\`M٪^Rv2KopoJ.WֹrfFKoO5P_SL껼.?=P7ԐүN[ F⭟#&ՉwE.}.ucf-}8+S_);<3T*<۟ߥ-IdWEpCVciP6ڝzR+)R7n3,@6L(K;\;ohfꥦ|R;&ЗI;WG>KCe@a5- K+n9HP}T[_>0SPΉKsKNفPG}(@@74\ / oPKwKܮ -SMPyBandits/PoliciesMultiPlayers/Scenario1.pyVo6 ~_A8.9F҇a mnEaCL͖ In+c[b3$ȏOT:߇NZpaw TH=A&F`с^G(aT?q-6 pdv>ـхJ" 3kmQA$9f`"`PI͠u0>  7+L )8kVI!?}TصȥAZ"`8$ȴùV\!R8,t mY+i1kF10pyFg0. WNAf6IxRSr:pqkuBr\m`:BCxMB#j&ψ A ,߀J(>?T.6uN|-FShj3-}8O,u Oņ  u}(zX)m;%uG*ӮtAɉUpl3Dz~S/n0/uf5HPv_~'ḁ W:5 |P>bx]LPsݪO >}CÃSHפ7*,<%2# ьrEa V~EM0)1SNWRL p]J^oK.?O ]L&`ŭ^Žװ"H-SX1O;lfrPfs"qT9f,VW9YPN:Gu0aư@YJ9u'C{w%xSTe-J ߈64"sC#~8 ՁS猜m;_m}26Ot0W5zy0f^u?x$ .o4:+6vx?~_(%Sv $%McukE,E|jT]x~8\Fe]@Kow\xh .ICSbv}TyL ':+',{$GG<#,rbу0N\.[U0q^nﬥ4<#hTܖzL5C ya.TyР h:ڒC3O4nwOV`9_kQ&d!w}LtGj=,+Thhh G}'a~^WڜpePK`^M4U (+SMPyBandits/PoliciesMultiPlayers/Selfish.pyXmo6_1q>ɊE=o eA\6m1/hT_g(J8gė<0?\*{Ray$t:4BEbUi5z)sII3ʐ)7nBIgdRdT, Z٥.,=fz+zM*)C2!,L[>'wإjC,tēV1IeLD?/Mlh)V+HtmR( r.&hcZܭ/aYywESL-r9RAp@2ln`ڧ IWªJd" rBKKct$<Am'`0 |{a2.^XchZC5W9\YpSyI_ y"P֜6_z @w酋LRh?vSBƽr w 97M&NdLx/| /}O?q*@?2fJ͠*g<y "-k1jAX[ùN7vwF):ïv"=ҝFpgr_:iAd8:^FN%9.0?]u* &FnłeFҙtyƞ.P k,lʌ" ]v ѿ3Y7HL~:͟s'ufbEb7'XP2h3aUؐui7? #ΠYXa d;W"'x;ę{xFs{ސ"!rVRWe.5xSJ![ sjDپ[0P9r4uNC638 )sk*2Itu(= <;QWP6uMT*0  gfr eV<%ryȩN֮h^G+'/Q,VretхcTuּiq3Z҂P?O1m=v[wG*犸e~e]\jnV1RB6QT?57mNbZǿ%ZkIB  [5/mB@w'rT7f%K*D/t˥141ȅRJj\}p#[ېKdsW7̵\8~<5n"Cs+ׄ9cVu`ϫ՘k/#}bUj c-Qc su7>NN&DNvyA@uF>0dUf<_Gvc'@i|;ή/OWc42?q\-]^ka^Ƶ.וb{bbm;xnyXƗŲ2J}aWR'qTձO9 q<-pѮH(QΊ_{NN3BeIgQ;26ѪWuű[\~NuywvA. ܓ$}N8X@҇y[VM)mL:aiZ: ~PK5hM(~,SMPyBandits/PoliciesMultiPlayers/__init__.pyXmoۺ_`)J w2 MӮXmu hהhT琒,N/6bH7=?be͏~!HtppnvZ)'olqYZvύԕ@)i.9/3F; kR.V8IIBͥ]MP5Q0{aj`$qbR\R;@4[2W‹tt+MWڽ|G̖‚ 1Y: AfC(Ev;{kMNj%93q\+-B\JlƭAF3sc'VM|J|ѻ 5 )plϤ*G(Yܔ2&Π]\B0z_l^)V~P"_oX_"1&|3aW4TxŒf?Owq9s% dHCA)٦٦cp1 FNI53ȒH,NW=-nX[]1qKXt6~˂lU?h2\b.S'|\43Wgw'Qȣ~Sz ʲ$"-()(Mc($S~xPɐ'ƾp9E_zWMW;( <]d^Ou갂5 :FVRqCGmЕWK*`KF##5#=&'U _mpU#k MC[jAt]S[0m,/B6s 0p͌vZP?g0ʡ[q7N?υw\CoU%IU: ?GyM&Q+44ޠߴϣ%sn^œP+Y+\|@g- l !! %z ,aEkgOAL\,;'q"1;dƻkN#(ݎ7 %7Y=RE~Zhmr PRsӆv^Sh65>,ut<mth@g].X >xUܰӲykt^ʈ4ᇎrtMj16b4OCzS#a@ITGEi+` brc cٴ=I~9C6% /VAfnUk^7NY6>KܬD(&EV>R uh0S7+.tJ VV8 ܥ$K6nv24P4iQOfu}LD@]GCkàRpLO.q>Rs,@-Q'yUU`S89ҹX 0zLY:h __|y<#ĮpQRBړʽ#dMαx9=o \t]LX4GYVOCAdkn؍7rly }({Ш%n} G\>.Z1^(o @R=Pj{lJ<2Pf(r HòNt[s-KKX27ZNf4SL[m#5B/&WA[9:6=K`LƼ|mͿ?\zޱ\p=͝=`( V-hөK^ '?f/ttlZ (0qTNbR|;cu)|[Ӧ@ |ZGgܾ~= nD~SJч ~VEry&Vȡŀ7+Go|{m- PKnLu 2SMPyBandits/PoliciesMultiPlayers/rhoCentralized.pyYn8M,7m8@E25CIG39[5}XCrFps|١ވ,VbBE>wz~2;iE. :+\e)esʗVE:i%*\g+xLլeLEU\gΤ)XaTudN"xrS%]'!/L/YT(Oy`aDDK*K ̕Y6vېLΔg&~ Mk' . ՗㣀>/di@ }4 QɥJBȭf4xuHBJb`ZS5ʗ"d=I)/,1T5PdJ*$<K, y$et;HfM :n,\xHivG5ʕH(2[d)QբХ\EF) V?U z9NO4%[ nhw!vFt:/BcbQ)عk;Ї NBxozTAg؅G FO1Eu?|<3Xj ^/כIc w>xkͽcvχ Rs ͽ:SDL788vh4q",[u$8~lФ9trQrT%/ܰD>YS;Nk kC+ W6|m"1n" _f3e!ЖEC21Ersn,H;8[/lo?؈G2gǂ*  g4Tibݿ|UUƸ뢺W}Ł^5B~&H8 EA X}Ůo%k~ɦqkY5o*kքbexDi7@' !x1 8oz-2y%m־r%*RlK_[߷ -[n[kP ,-M+,شf,:r=K^+ۀ=A)i{w dqYGhy2b ^pA+_O.Eɏ7͡0/%ٍԇA*/by8mrpq% PlĔjMh7ydmk6JF\i a5&!o /Ԫ<%p{7 <&9ZH[=jիWk6 @! dn_̵Am# HT}Ph>pФ/lktq~9c- ?](`0y&,{]L'_zsfX]9F: tc~}={FΊł#Xfnr|Ht%T:;t%Zz M`œѷ@^e36?h4_Y +4P`Ȋ7Ȅ\318R fa_PKnL4 u-*SMPyBandits/PoliciesMultiPlayers/rhoEst.pyZmo۶_9btUMڴhR\\d-Kt,D|I琔Drn؇5-"sYRYqJL"-9_B*+ VΘsH٢UlYYb3Q.L*M+S"*E f`ox, a^q^WX0Xc`2z8^!=zIE<O>}< {}v's̳ pZRF.5|ö~r1gAu1+5Fl(|wrR`k]mafd֔ ] ylO^}Of^ >hNl1_uf%H7ngln(Ӷdk;7~hQ G4(!u9Lpئ 0 Oʥ.5p Klo!s-q3s^GxdFNV:r2 q@ >;9H%sD/GEdmmc/\ʆ Rov)aq| ŠKDJtmbV Vؾ: yӲ-1ëɮ4G-jݰp4VGS'n˱cm~wաnb}e|yǨ 5ȀZ27ܠ(Âl#(9֚VEHn ҨSenH^Uyg-%-7|83yU{z#]73=e]SõFnPErK^=mE/8+LG'^-8ْlL?ZgePߨP6UpY/7C甂tgz`L[t^S}i k1igu/|vgyjMM.r^p1:,TaAq{uӨvBlWC-2cZIFp emIgXk*n?l7r ʲ]YW0t'} M$~`Ʉw%hsaImINNC|i!xYңv%\g+\jfB aa;|f=WF~f9<C6?cHϨy'9ǵqxF,tĚS$4a{B\W1_> w4`?0eRc|El%+PM&-u:' XkND| tCvm47li׭k[.N ]sgW_X ud{-Rmz7VLi7 rm=>z'73n{޵ijW3Wnl ڢ  Lѿ'^FwF?Y1 ;LMIElYe)6\u%/yQmsrNvjW*"n8}c|>JS A&D}c9p FPK)sL o %,SMPyBandits/PoliciesMultiPlayers/rhoLearn.pyZr6_OӉR:iӱ7u8ؙ!8& erqt/v/Jy"bKo2وz:t.L,(Y":)S%y"K`ɦLH,Z0,D̘|a.OxƄf<ƭMob !̄Of; rReӽNcDYC[E҂3g~V ̥4hWsw:vƒ9Eq#Ŕ{ mx,4%ncP<tٸ1ϰϷGdd_R=-rCiD(zt5Ԙ&b8mm NXPi) މlYLsUYδ;}Ǒ2yb,6adaJOK j)v`$(OChLW$2Vm:ɗ"96pXG1qt'`,z!uN\opxjw1b$U: xf9ZGC J]`0`&$j#u:^ef.=x˻&-9| qX"?B*٠% B2MCha?U0Y]9qIiJ 'N@Ƨdz9࿳|E=UԤt )+1*0Ra+SH4,Y-g hB超k =1HZETPF]H F?:lN6nΎ=ٴdHw^SE*2v֥ȮcES=7Rٙ9IA?#󶊺| RGG76 6d.U}PWn ukE"a~.D)veyuV'L6)j5n*Y ]JtZO½!JF/O/69{*7=i6& բVaI;;i:E@KRx}rIY勐{O{[PXkWg?ɬ Z&U-3.$O! 8YmG Z TBӂR)shK6sp(jܻn*D=o@~a[sҷ.YߎJ 7.NݘkUw?^t3R=óWmlX>sJ 1J-o^⣩µu-ƕ_4.M9z*G7ۛ?,{{)p\tj~r% d)r)foo+ѷu7+_Аnoɡ;rCR^Q+Pη贶30aٻ@[rNQ"{<Ӷ[L{D~{yRcmKUuSOUEb|RayӝN\]HgƆ$E*2J ʊ"BB2^TNZN +:JgJK; M&' ("MRbjwgsߝ[i*-J϶lvϧ@"EV!RJ27VD :W,6s<z5/ n i7sK3 P1="d7];/vk3a.iֶ04fCk?};req ೼ẒLSVU1wN25"xG)i6-8+΢xwJW8K(Nq ӸF"j u|6fo'>U0*C{>8.Zenn'&Xh8(ҙXL<;/Fh84XXMe}tʓeF "ǮX4.Ưc3M8Gp^xů f:T'N{5jA,yå;|#R8r;AA0/|-/v%jx~&gsgLl[.Ķ2R[O w0鋘<!]k(L,,,e﯋ҶqLttQ c8A\8_TĠ2SQ&%8 R_kB|vtδ_Ғ/%J:.{ÝE$+~}+Rm7. UyAI,.}<-RpA63$U8ۧ\&@ ow*DqAqY_f7 7lw PoRRXQ\+v7yiC\Gia -F#.6'%K\b=/I[t3紋$L]zhXѐr@ ̂[w,\ ;g2?Ίk#*T.4'?]lٵ'Fϝ3nߨUݕ .2^E5pn}snOpZO>,6`nm]Z4IŪ]Wv*4,oS~ʱV5]0v묬 [Y5gp6VUhM׫vַTWkn_ o[9 m]ρW }v02ui'[]:zbFHknRGROŤ@&'2J3e4"'K4qNTRV>DB/PڂV+2L%nbu힟 HN돈G%ZL q2.P?]=_PK)sL-<0SMPyBandits/PoliciesMultiPlayers/rhoLearnExp3.py[rFO1v#R!Qvt-Jm,Y%9dC0$Jw/v_ ~ -%^**Y3==랞hm#x+&;DAn#̗SN셁7N9ALďw2ܹGTTy$#ȋ'S%a$x n۶%z  GN{1Yg{ۓR06=at= ݄MK$ 'b^fP4s /PtFzf^N0#>v}ǝ珄YSK7+nxxf8wXN0/XBWX{0 3][06-pĥ5xS^_̼E-<ǦpqLTڝ6ZDh8*ܦui Nd^nbsq$RV:ng8G7%&[Jt2fնYхE3FReZRL`lXI_!hO0w-O K Ic |.ܴܙ &١Ի[$~c~&~ $`:JK`ypgTA*peGDa8nw?D,gs{ʦ~6 8 0s +蹮TXH vH9O߱o8a זطB?rC;${]OFޱ_w-ߴ_ D{خ-jfaϛZͶ!Xv:s-u|bT#`kr)G:oYۍw'G%+8XȀ S[^Kq.L6}ݲ-_$DP=5DdtWޗi'K>ER݉=(T8p-hn;ndVrϒFڻl4nbgRbY*O4zťNdD>dx!dFpH:xc8n( RL}e8e6vJwHɭDD܍9EIیhxJ Y[Pmp?e8 i ̫ y;dA3)Bk4?t(+],:ɧbˉْlK}ɮ.> qu%USPE،&T6غdaHŻ&rmN{g'Ç(+_8Yy߇/2۞?dPUyڸ G} D]ρ9R2:g4LCw`$a,0rLnC .43\%?6'{ԑ/g;3咺3&D3830#u/ONZ;:1';7`ejāU[$0Q y~¯~L`nٜfMK7?αb(RWBO0y0/ t'tmexSH+9[rN+ _-aD[[׷̑JF%G vm؋7ZgZ9r'`8rXI:'H!T*B!xTLj?!b'ݓvyTAImE{@tvDU[^t^ HqXJ׃A3 |gl+깍ue)̞hR~Pf %pY}iv;{:@_3& vS!X>`N}Ԭu h 82vlLz:z>'T4Yh4as4`޽x҆E׭Ѐ; =zɦO)֊p\z7\09M4mUw $;naʜc%T܄`>ϯ]Ѥi_|mKON#"zaE l{>|TrӮ%RN!?}x{aX:Q= \Jt33zl"[Vo/US7,WMJs#3޼Ql䐷 癵\KPطeG,^Z5T]cKx2=5tL̀cU9ͺS\ }\tnǼ-V>=W+/ #lKL.XkA[cZQ+0I9CVAkC닙$VFh S^dm?QV.x>hlxt״ DrwtΔ~Yů(45i8.G}Mv%4󉊄)PIdUǨC4's4Q&jf#ycQ=&$+KfHɜ#]Jm>fPvKdM_Zx0d2#?p{XfFS~:+UEH{+`PX@ rAmD8ОǺe 39 P^Bi\\dΗ%/_M L/,E` BzDUYec6 QygbNs&^Ykqzms1!H |Ц]c騍~iF/-&NjZ i-bkߙETuŧ=-1v U J̈́Ota$,djQ)CY _17y,*+c¥"{{l5%egeMpd#]u4ŀ=U ,i4ZvkN@NyINJ]bsm/X8Vw0#ϾiZqYRe\2PKf^M5+SMPyBandits/PoliciesMultiPlayers/rhoRand.pyXNI8cFiwI2)66a$Ɋ]{UU ch_lSU}3ٻL).XL2xg0I-H&L0¤eARR^e&2Ve2W6*UF&2[*5\ӼTV U@VE!,ʅ"iHd:;-YM?N׫T2eT㤌+V'-|"?۝#XA8Qe@ {I9Kk&X׀Fc&q%i:6KG!ᥡyfWRmjҥ$tg;9̲T@qtX:q"ErJZC;gJ;&f*A4CpQDEid~Um(1D*i0Cމd!eَˢ\[)yz-4 q܁U:WRr:.Wpx\"&ߘ%VpOB,5`:(p9["kF" A`^t8xam|H`*6* -߽ϓu:G!Kh͉v:+CoJՑ `1gBkP"m$L\czM6}} lU)5beXk%P6E,0.9DDj&&ud(qd3Jg)' )|\wK[7b~+gZ+[m^KT"ɝjЀf`va+LKŐNG!A iW{ j%ը`& 6iKsW3wR+P޻ҵ(D瀕y*p߲:xXߧ\Au= &5$ $Jr٣aqIi4!IAjss۳ۛÈ!R8rQ}wTo ,U~Îvz'Lz,C:lf@LK?xX1}׺?g&M">% P8-02ZM2;mQ@ϟɉ\cTwrsL[\Qkfb`$49dM}ͣ4ב{ylXWғ+ꡎZ穝zzɁp.|<9uh=]1z+4! Smma ^N9ٶoy9R_Տ'iTD pC91 Njŝ 4pC)0~ur랾e`Uu"%ie S[ٷ1%im:@=]q{Zo4 /4 %"a&`l>;IPP a`R_gRR\ʢ!N& FA gpt`񟉃7x''${^=3z6cMkU_ H I큭лQw{7J#T3u}c^_C\,%7=TYpF*ߛۺ0nܽ,tRG#`Mmz8&]7U3e,dw:ft %'A}{ 2"+ v<#?1NYguڬV诿l,΁ˌw(h =]]X ]Lc9i0.$ -/4 Ocx񢾡~nIeF{!=GsW@S99x|G78tbQX>yN |ߗpbuP:tސ4${!= 3s4TBڧ"eO..Z,!%gˏoͽ8__쁡}MۨPG =jN="²/yZ (,ݙ6nk{}Ѡ;c[i!凞>E;Xm}E_]< !?ᩅlk'臠gYs#pFuڏvfukz:o֧ȰF 57ڠS;fy%gbB Ri8"-ӡCe:_RѪR+LeYHax$t3iu_8W[\'Fjv~oԄ 2h/m<^T%PK)^Lh 2(0SMPyBandits/PoliciesMultiPlayers/rhoRandALOHA.pyZrOyK)o$S2 S'Q6H'Ϟ>>}t:}89Lq,.4.>h\L2Ez2eHSx"]V| ƇOlYOG}^y B'=xS(Xu86E ] xE?{ ¯% }\j˹H"*JZ:DSbH<dIlɤRo7Q@hD֠+d "$f:c% POr M|:pNQ ƃ, ȇ]KX$A# ڎْH*͒$aҬBr$ULjֹb'q]W.}K&^n6 Co=$LxYr+nGYYȬȈ *1&d4r$3ZͦIaC_Iw|n<>eLVD bZJPHvC$ >| ްϿ{N' J(J'LQKDCF!gJIg*nXoʨ o{h4Jш*S%:52R؂e9ǫtExF; BWc71;w;.XAW-;fϗyNT˰a2AzGSpp&iC盕ȼCqT>/rt"9E݌ȧ= q{jMM>色er*X9'ノ83T)*,Ry.i;.nAlp㦈 K[D l+7 QaBn(ŕ +]>{<0eS܋ΝBNILވ%Aqńgxpː__5X`8oo#WmUvYcGhqjf(27D*~K:}ݧLOL w,Zh]hT%&D 3؊=HxC!lV %wXK{ȳ"i־~`C o`D6>=xFG KۯBr<+xL(s 部|JǽB؂~( 8'1v贀ft&XfbLBgNN0phJa)r@D`9 Ȥ$ ,U[8#1[9L'!*(u9-tX\kDK4߰C 甭gI)X0K.'N*!a, diZ7}/G8ȣB|`DW- }uCW 0^Psyjn|±5i**OtJ e 5MA̎:wqǻ:WΠ #id1s:#b>x66.I_} (5d=x]ȝE~beoِ'Ʌd* }n틕VQ%9= p !SVoiMUu;OM_D>Q%E=gEF go7ڱ3 od]AF ";z28znLEݺwvtlÈVG*VU v`d`û6+ZQ6lo BA#!|x] Q呠!fM07U> u*(<]~=QSs,0W0~i]\56-zm]APߪg}߮|[6sW03֖T=Liy4*d(kƐ6AЂ$9vo~\ʉkVMK__m3lqrǫvx2Gm1LoPߠTiNtC"0l2WMgljk/}qo8di(Č<+60gv82ٜͪQqw.pT);BΧBfd^n-jQׯ"CD 핂d>3VeMTXOkCx@I'X{đ]M;|}[;P;7"<]C=qO3eb< rx\ci0A."WCÇ{ Y)\i'wوԨ]/]Ea_1p~ i5 j#Z] kȘjh%ٍT<#*`Ͷ#Uͩ‡/ (&JR{Xq<~8D=zC;9bcԊŚU7S>g[͆Q 4Ly 8٘&o%vgײ%5N!c.EejAtUY%tio935JBoͫ?[ΰ6@x*[`wZd¸eXB۬]5ڸ&ӇvP,^Wc9*=AJ ALLGg{!]2 1?h?"}z+vt [w6Lϻ[ۈP VH-vfLMPɲlw|S3q~-xק;5XpqJ A3G'lH_^N!?bBGi ʇGf-x)[cפ=`WSz_Lk!ajC{6Sۚ:Ey"PqugZnZ3s| eݸ)|_Ǔ?nMsM߯&F|Zhe^G&H?"B4mqFggq5czY:ɿY4.ۭu/Sk]׼4^^w[[^{ $4HWt**oEv;-DF]}-"y䄏%~It_g<ܽw~IA! A7-L=LB$]a 7K1ʵ˯;PKnLJ/SMPyBandits/PoliciesMultiPlayers/rhoRandRand.pyXn_O1[ml7ɵJv h qeJKI<@r- ?G/ߐ/ݵ(P!V(.9ݣfEŘJ;wz~(Ƥu*3[aUS1'AB+[a2jNVjZmi.^)cV&t. 234/4B`qD'9xLhDÃ%Y1/B/$Ŭd<{'øk1[l҄Dʐ\eD` ٬Ь=ۤDTDD$4O"["/Fn V~6 iiqX)g21'aXpYTKLu|5KǝaH,ʩ~f-6yaDΪZ䫉dyN,͕6z\K-qO㐭rYfE*b`6+; XTwFK%mV2/)he/)/aqU}[ %,TZ%譥oҦ+HGSмL~rX"UHD="R.eb*/6N\dxOzI=gd^RɄP];Kzy>s6=K`lTm7O4Sv x2E ~3ȶK罞qqƧ|k36ȇɵk *^oFؠO;-36ӳK52$AKn9)KkP&ᤄfBcoÔ#~ FqG#eyK*Le SyVgPE\n9NH1gS#C&)CV=l2.2MɄmg\Y׫9BN&2q"z#6 )RvׇqMmzs)RhoL)QiJ`O?4vΐhD瀬vijOБ:+5چ sV4TZiy/2`GӶf%$'߻~̐+#{gM{w_Q~:eu~}׏\Ɠdz=o,ysHj2K@pH3`ZA_-0-1А~C"|BE[C̽u_L\2qNw %29f{t}]OǫʿC] i:3s`wq2< kvrf1_F]CH>t½z}ӛLeflY R>}gI"Ir^"SzRsP.᲍+3 `u?E-ÕĂ o6법1b3a_scOMMKokoj#j7B'XT Umqtƽ\":^QPfX m5h%Wy(Ͳ[:^T# h ʖ<> Ȍd '$GB]KW\ص^Im^Z HW0'6,`dkLpbs}1h0j VBeexvX5ַU>B9'4Ÿ2)rr %KIgon5`<8O]>ʹ*"8j\+ˁqlm+_߸t|ּ2vRADO"gg!B_cmp 홈]_/~#iIw\xd ,CMa8"uT~|o؅_nԌ$#4bǎE- 2q Uc\w%jYs͚݋!â{{rn\-=(zc.Ku9zj1 K-d?î :^ igPe\Iv WTyPV'v;~9ܠvҠks^iX z=Ō 1' dY:Th]5zP ɰܰuV04_Otӫ{A ޷߼wm[0(Hq;#pPO!']a_PKinL3D 3SMPyBandits/PoliciesMultiPlayers/rhoRandRotating.pyXn78M,ovu1$) %M=XV =>о~,#.BqswgC (c*l>EAdчc2wQ>#AB"3,$Eb2kh'qL)]Q02d,RM\[)T $Þ"!``tp5X?{K)Id WgQ߳8= z!pA"N"*55ibUiM" sŞ c,w;3>`~>;"O:|Μ =Z"S>I뷩Ԇ< 1 ƼAW˕n&,F^N b 4j]m]-vXw̰*̓$6aX(Wc_QPZJQP+ˑOwW,TIzǛYH; y!h6,(j0gSIpүe$U5Q:LJF*V&kFPBOIH@I?Pʤ4;&WV,\W=dVBɄ*WZ#* g)Y`tK(?ج{Dx o1 ؞J $bA땇A:(1TVvۑg](J%h8Y"n(Ƿ` \z#͔4`rRtBɦA26'i-yH5[ohĒ};[b6. '6,g"Ts'_Ӫ3`jn-q4ǜ,DfKf0Gg,-6p MƑPm^PyיgL̨>qi_9QRp/%>* A F7wZS M߻DƇHYte*'pdEWʔUbl/ԽK@G1qJ%9Q4HLh[^:%g&tИ%m( |F쓮߮tf"+U{Ď|qv݈KX~g1 x~k *t(ЈP2M}.uj`ՠ&G3Ԛ#Vv!fp="L-}W?5AVA+.{:&ub P>霴%.8RfGf4ԝtwj<d.3ѹnl#ѬkʸWEĄ."(^60OG{lz yrwqd;Ε xWSu $JuϧpԸ澥i %_ 1ѢԯB2Ԑ1@.I9W΋mvG װy;2 F u9tٛ?Ji'jAq2FxxR]5Y9C-n|%46E$Gm6^,dnl{Kg}V^3fۜX9.ٖ+LڳޖV4C4Lz[2AW]z=\69uCб첾⤆U֕u-.]hK霵uTUjv"hxky] ou-+9-s|<7{w$%~jā}ymmnQ$ ,[N%=U_DItP2r&BHIЭЉ JilS*ME%Z8 BtNN,Q A0 :Ȱ禜 M biw{g7-DJy?O!?JO^**Yo߼yu?tDDSI,)8ɧj"T(,S򾲢'Ek% N/G]Ll,>nC GZq]2Da6yA=~'gA1oȫϵnV1CpP8yn^T[xK ۝6;l'끻U4MtyPm` 2KU@ͮ.w~bZ'Zgl}`,XTY؄g;ƍ UDƴcDĔ CY|bG?:8tBE2xaLSs&8e*J_R yh*-5ŔÛ&7riS*sZIfN0MB bWu:aNmiXFiwx\}&eso2ug'2&qp8.R @n58uxE&AOl%iR,:Px!e;9r:KowNСv)b!1 5P/v%ۑtj8ZiOwl X KKR ڢT':0L|N'ZUY[D"*T\5 ))#lw*&65p07aV-2fneSX &NQq$ػȧ1DU\[ÈM; JZ[jMhE49jla]kZ,~%pRL#7(CshS ysO.H'/RVa-, Ȫ$y)g rl$kb-2; %Ռа!xY*L8L,) aϣQD$ْYڴc<*5+, Wwhgo/"͝-}ҁg5fՊ:Ҫ VQ=^r=0OLeIߕʕK84VП [D2Nld-@zikB(1WP%5z2w Zd~x|x!w0C{iL{ LE7p6]չl kۏc^S2@$C5_\ E[@F} 74z|Xqh!s@#xrgjl'>ׯd6Rbl+ne:C`^N$'ـҼ t.7!A oUO'qR1q,lX\Kpdn>`ZD$jBV74nM@Jyh¢OO>F[(B} Zϒq"uy(nV=jVr&ZOΙ+ǂC D(u R7~1 h%]_>~PQ{2bζKo3ڭ0pSҭUk52pMd`g5}р7cmU<]gJȕYJ϶qs44\²^myj*2c7@j8Nx("p0ͱ^;TB'*3UN|MAK"С~58ukswwR70_jπٰs-,2}6P_Fu)pEKwXHZ%Brijb5M{ze_ުRxgyu-'[Oh&z15BI yK2{;qOG~n5jV/#"R`j'1l`'YYvVu4?W7q`n9A}| mv JniGVpC2+]i릎ٶ%N=7#*mϣ o!]?.O\Hys (iĹ1ߘmqmzP7jܛA_]=1iTꢷ0|o3'l—v:Aw u"a@ ,8~\Zf=zzӚ߶_agk2\<{9-a/!&$Eqkյ].wvy|W?&wtwP U׍k-a``(ao,糏"#_m5種ieKsRR2W®#TyWg>ϗ湭|?c%6r]u>:V_47/+= S8M+[&kƞƤ,I i*Bpזk_u׎+irQvԶ վSQwL6ѡ'{o_xykk4娜0R;-ſأp8lî5eTlDRU.]ao]i癊{]`Cgn7Nsw̿~'%sе1v#Mu/PKRLFQ.SMPyBandits/PoliciesMultiPlayers/with_proba.pyuTM0W e$u79CۂX`KFޑxSp>f̓'sN)?EuS]!B* hI 4HWZh &FyѺ @8YZ›Ccr| f+:['%!5DiW(آZEd1XcBr#TNC8c^\>d!oV=Hm(V;gQ!+,L @A7-Ғ%0UTug&Lja̗P[{p#H>κ.ٸc\ci5I?-L}Ij*EӠZ]1זH,𴆾\~C3F ma!` %4^wATwE%%QBo/n-&t.4e:!+ݩft Վs%j֤pk!IQ(;-4ڢM:N>z]_՞6}8]7MQT3OBxHFRcvBèViߴ>۔εg/PKiM2h8$;+SMPyBandits-0.9.4.dist-info/DESCRIPTION.rst[irHvSCdu-$MܤEmAdYU)bRԎ/`.G{/$%%5#˷~oTb/@禳u:穊{IJ\IT7r(ĥǡ EE(*3"d@ IId:D41:O8:6"((wC-cIy`bg26$kʴ/CΒ8Rq3lXXx8<ڰd f~/,벴 Q!unAcX^ҳ::^K#{*NU%M NU^y!h܃¢4TD{cL,Hg~f=:s1D|Xc~ͪfZhF2յޭxZmF$ V*PCJ!Gpǹbu/b'J1$ԾV?ɣ iL!FsMmhHQ2Wo8\ 6t@5K1/ ls! PAi1!3D|x2']vmH,>@.l(i.c_uw1}O\?Рupj욚 ]23je ʔPҟ@)s[6O6ҒEa%rh[Ohmg=|zڨ"L[\)`ͭgzjV5BdC,% 'VF6M؃MEdї14a_w/ͭϞl>{΁P qP@ *&9CqصtC< Z\We>aR+{cbܤ ,GsYN'y]!gOU1 EJ"I~nOʬxT28B tbmS3Wa&6{=8zǮI!p j,2 <D[P IVo{sBJ'D`=>v}bLڧjo91E;r YV~<! >LE!Lu.^"O"9Q@n8IBRsqq+._1#zd0:TyYcWٺJ5}q*o .%ͼ !PE@0aDžaL91d:N  .O\JI m'xKNekK?v1j"=}xH^Z}T鞷Ѯ~=[M0. b6'uǹIjs# ɺ x'736r*u( J﫺?_/j>M`)l ۞J=ZjggmM'c6dqr𠆌j $] I`Cm~ }cOmq␙3ΨJw:M$ 4aCX'hKqEOem SF(sL~+ "w`l -PlU)6DB5Y{YAϩXhv|fޕ6|<)On?'Of`ـጶ P>E= }=Rdr6rU>tIѶ# %u?9+~r#vO;T^&jKud*`+ k008Ԋ+*6eL)оVЪC`̸!4ӹ$e#BPQ2z@a h^ƿQ׋r9)#8p!DƧxc[qzr~yY(01Ƃ\- (P!'`@P^СhKD_ sӈ l󅨦%ekZRC6X?򇛥S* `&RzL%Z$JUۮwq5;DNkwU 5 \B\RDbDZPut9 \Δ:u'6%:.Wl\nzV+UMCU>R[Pib'k=ǔ%}l+r@SyБPwz+&,\L6ý@ǫ{2Y7K>9{j=PB-w +3>~>'VVD`]#|Lݑ}1쇨hVbYذLZx%VE2 Zl)ZPê0FqvCUUMa=wrY}aI6Ӧ  e6V'˹KWҎ!޾C}/ wziC@HOaZA޹Zl̄:\sMY@" S0&rhO\jgI@BoQs#Ѡ}TpyF =H "˫=}8u&GC@U,ZC z[OȢ]x)8ko8w֭RZceXy,#8[Ҍ$hv&ΒtEJ{ĄI1t@g¹3 H!* ,;S^. ipQ >¶4lS 3؞|*R]W5-9{,1y*c5 H,1vr2FF 0̈́P0F{ӣ5CP1(O2YyHԀN,s8VP^*!&>QM,r8_[\J"')njSSmUZR)v,SHnm0i)jۇ͇*0-ЗW4vkܲʳKnoVS=-0rnE-U" dƇ&Mr*=Utbč6L'Ykpd&fկzOFnux햲TqBȈHSu%7*}۩G%10*&c괹hnD}S4E{Ծ[qv~Ńg)et^+%YFkt$!2[ GHڊ=Fp7@(,{X(JeWČg@p9(r}ɓ.kPq"C{lqk\dPj~V$=WγL/أ6z&_nEfݩ1]`l޳b""iHPhT}͡Tmwp~vxBihDcmH CWiNUХT ]wWw͆-z(jإPÈ6$&]9OKdlh*tҫΎ1wyLJk̄$)PqΒ\ a;g@}}\jR9ݐ`{|ݷW W =g{ O>_[NDiC{J: 2N.@ ]UY?9 F͙qU\]]4<́жpmm5ֽK]WIv5Q2+r&?πaQ϶{ ˨4{{<!xWѸo&Z!S8hiL mWm_Je;fTѫޜGfhv[Cq;˿ Iϙ[.r/f߇c2B8ŀAD"#a N&vyPId>2'ޣOom=%ETTڛ]S.DPRJZ\ev97\v h^2 E,qy;V.3gR&|soסpnyK%' kkkPKiM8iG)SMPyBandits-0.9.4.dist-info/metadata.jsonTn8BO-FEh]qTMMixQ5 MH$39X# P lށOjtQVǐtuA 0| V}-7 ”%DdBb1S†lvv0ϹVjeݕY%EN- `s ii|6=y\%)īУyRb̄823x&V҆;on,ZSdaZUc,ñ-'RYψ,0gy}ӲЎG&M*y, i@"^;-jv1xHÀΜxaKk aa9Y|ͯf Tm9mL{1 &Pm'H72[̫cZޭz5mLkap3l֚\#"T˿1-nUUٺ5}x#,,tmH^}xz[Lug Cͻˋn=}}'MU9,5,R+a;1c\V{"d%:6XC`YY1kG:eSH+{jPKiMo! )SMPyBandits-0.9.4.dist-info/top_level.txt tJK,)PKiMҾ_n!SMPyBandits-0.9.4.dist-info/WHEEL HM K-*ϳR03rOK-J,/RHJ,./Q0363 /, (-JLR()*M ILR(4KM̫#DPKiM#9.B$SMPyBandits-0.9.4.dist-info/METADATA[irGSa7I.ZfImH=D* Y*@;s|>|e-Y $ U/_{Kf\2_Uftfos"#5g]:7zEq碈"Zc4Uw,$H#J\'8Tpq\B9a_2T JjB$$2Itbc*F=?;;xHZbWSOERK)dlzI6i_K^v8Ld9?ZjLJ.βgn1*Mt!)iӲ^L#ir;?mP\-oTJh<9Tn6НOTēg2Կk$~2udx}]g/k}5UaF&.rF \S%1Ř=50Uv@>?W'иӋCY2D5\bH}@Cmڤ! JhܛX%3E4%XԀ|ْ3x􌧭IZ9}EJeXE~0Ձ2;X@\axaskۋ(?4NgbπwX/ <# ޼dww(*9JxB7:؟>.IsNt<3RƊmG L"xn,ƥ ޚ/Tmi]Vh$5!{Adwu\l?xzDh'M`8 @Z [Q_o##TLҫ#XC^]A>I5XX(t,vV66jR@Yy1Y6D8k楼{Kzdg%]gen q#+xnف4T?*&b ^{DP4F{e [¼*Ϝi%&o80Dx'q+J+>%*,Ci'D]\ 2ɣYjM(ͭv4V!FrM-hHy5!4J ˰.f >ar+>%*2-~iXy">nsYtX S`kfͼ%MK؊Q\Ɣ ޥ[~iYXWoNweTxkËT.G֐E,'s%AC#h$Ctd2$KAf9 Qk{d݄6M݄tǨJ~;"&28^g􇷾ٓgWኞ{ 8ȩ&,1>i]GNWbSPyȌ+vIqҦ1-D3l27x{-N5Džy]!'f*62E;?Q"svE&WU6*n Ľ 3 5U@@FUyפƂQ]ZX^q ǂ( tcCQ6`r6IicmYtfܡhl{%i:3e+aΑސTQ/#k71nA}n+YSj!\D읽!eV' Ɛ ײ8I4p-\R3qv+_1Jd0:RTFaWѺ 5=ԅ74>Yf& T`(# pDžaNsc$MtpH\0C(%ɵ}@2ܶ)7o[RM_?`{_%V5K_֬^Yp~6Z\BL7 BS|.D YѱV/s*iBN4A0p.' t6J'H2('_;F+C0N׃ns5t:?V"b(@871v2v0( 9 kk8kk'5}h'hы؟P ~ym 0q:34TF M3hku`ruL**-A<}NJ S1W\}r|f^|,)Oh'`r  gm -ίbW.տ/?d?`$o !fH3ˏ'9|ljàFj5]M|2sNЕ_ml'޷B,ޓ7ERuL[. yxj3I@ܽTvX:߯T"]NJC(( ; eD`Aު1Z p|t.N/.j|9 3(L +.v JF `~ ৷jdjUвs%;)ЊixCWӔE[RCbR|a>}خHj %T E{-׻U ]"ǵ<8ƌr&!.(m/EPud9 LΔ2u;6ӽS\q\,Y!,f4{W_S U-WZSWK !6ivVCKiǔ% ^P٠)r<^V?g=9ɂx^h̞I$:R1C3wC!K|\= 4Ly?PX![-5w1zG+EŰ"SMޝ<[egb2I "֚jԖGY@M_|X(.?6b( 3=*fJ.+/B1&Ɗğ ~_pKV:",N0qׯ86 JjƯ7L:?5,Is^(0ᮅ1DSp2儆P4E(9 Եε/47;U'tȨP#pd Rl<{ǽ%[49CdH}(EAk:t9.6j{<c9?7tt[C*Pc>g۩d8IVP.$y']QRRfcO:3zk$h{UΝ)06 4$aNE%j(@͖BqPlXL> -)vkYSqg7|aEtna~ ^3dw (@y%Tm\RZҖK| ηxt24,UUn90u~+3՟ju6.us>ɶa"U)_7 NS #Na_*m!i9*cW׶/7 S~&`v@YLM@w$TYsM5ϧ.|0k4d(_rNT7W99eV(@+ZL$Ѭ V Jaٿψ;ʓ++2D{lz" \}[49l`Bˣ?fBqc$DXѭ5CP1(O2{ʊ֩c@Y aQtiY/WqD͡Dc_6h W)I^E$zud%6я/8#Lb˽KZK3` ifavC*uMsj q[#ϣ|%~.a#츀¨M̍}z#QJ<AMj-y^3 <+/SջT\ϔm^mᕝq4`Z=<T9'CL|#y pF }z\jGNORhԂ2Vj Z6oo[ضQ֏*#''8tb1F[[w>Mx{kMB"IX<8!Y2gP~"-3<%x,JC{tIao4z*)*~<ר9m$Klj > pp-Td} -yK}3ϴQZX`?l.k;]!)9r#&TTRV [cg>AMVd$J,*<{/tA_8M-qކD"o]6X-[$O}qk]$A">]Tdƞl:Ts@_^Ѱ>gr˲; 3+.\XaN˗,ș)اMj)!\@f$3><6iS 퉮#.|{.{{M,5ǍʗҎۺib;Joɵ*[2^,rP3Ҕgɍ{b][%10*&_+Tisuo\ fڧ(2H=m>G7)yR0`vV *4/V_3X߽W ȹ~%wmAlj }9&ƥqABU[d\532Iܾ`\q\|yc݆5H?t9?BgoCY1EDӐ^} 5ШC}3Ó;)Ec7l2" D\$Kq-?:}uo.5͆MzkH٥P6M "ɇs:ۓH-S::2R)9"syT2ځqIttW*(s/u !7}[zF`g?~^>|D /B=z}ne6"tbxtwprqp&aoXytUeRy~_Z]]4<B5΂kn{%I<~d+"c2ވ~],P4ʣ"ϖ{s(5{cy:owgu4Va`HTsZ0qCC6l)z,>?|ʛHLe5Dc7`9c"\;M"g-;MՖycE^ec^y>כT.=OsܷU+;B~!p‘w:Β/؋@{iڻD]m>(iKt_D>+; X/KoꤌҿG bn?R˶7$k7к߈_Iғ22c%i(FSٸ0P0wПh,*mߢIx!u؟ z?hDD9ɤVEi|V{QZ޷ ;doO|SFnx?Jyk14+h1" 1MwoKfv,O11 hyЀ֣ZL0yPB`}!8D%ʼEpbN,z>cJ=Pc7;o騯,X9">*Me' wr9 _7@fuSe~zltPƒv,tyyޏ)ia; t$]s>[ C !jw&`!7նpuUQ?&BgdnÓ&8&dw(Absk[njMз9Sm*b4,bX>:Pa|,6` d Mi~xѼ[,F!CQ r&{Q[-?qhr:q sh߹dpLJܳ,w6-7C2|D:w^uiqm9w>͑iZӽCέ )X2Yt}nHWzi}"~Ƭx[lQmּ/WƸ["޵/b.p%|U t8g0V"-b¸u18f]۫9T^?_xx?Z[14#\~uIwͶ\=g}SWneazJFkj/]Hfl% kpYg.(1aI/'l^SstH,pcIt\4"hgxE >H+$%D 9Q(k#$pI'\ 7T毲6JaGC]T4Υf 8iaLטJ> Kw )@TFavƃȰ]_+n N?͈miM>z6Qw(iI U vw.:`UWQEgl'D"W/]z [?=Aa\f&``lz GQ 'e3ѾK(( aU S}Sվ id@O0ʻqo ;C4u3fZ9 Shp* %ͅI6v,~zkG&O8kw$$K֔=NYi$ c5:[`q+_ 1뵸٠k5y9B$ PbngD-J?xk{zh?T#ұDM:=#W{bл6; 3cnc2*Kj|GAh =d[$Š2!Y8}[qț7){t! ꯸3Z,t%$ޥY9*o-# |nW0Ւ9׸gb dW$k$3 ~+SgV5CQѹULh2*{47G`*( =RPLN6 r#ykcd4m߬YoNs{еgf:+8'fȂFFyfn/`"8 *LQ,kr4\8Z [qCh%&qih~5Ӝ'o$gZ;n LH~*нB`qmb0~FyXVJkR OD( UE LYq#/hjWOqBظH(R*$Ǖln?.k ybF˷uumñ6MkmgY:U5)G5kڅhkDu4ըꫛ#3&2ޒS! kj=d%gUD#I*P'd\NA[70 =3%ݡ3Yϫo 8E< fp '׹鵟*5AiT/'0nt,ڧ{>5j/7%%:#il25#V^ʵCV65GQz1g^ vGϧ8°;T۬ ( E^g^*R5W4JX#CnN2VqOXx<۹&%vs7϶sfd &@c~DVLSUk"d5㔈a#*;d=Qt1i},lD~rO>`NqAsOgP|Mpl )'\v8 8(L^uz> H *J/]LpkIhȟdk "5@U^Y/`>FnD{W硟nBҦmkߨ&FQH%N88qG-k'?59uF~*'t ̓8 |?ȁn ;(;_^+{#ߏ2˳ǫe^D^TFၛb'Q8U(5Ujcu8d{n+R#Yg)'|A-B (yJ/A4Hud-'O{Uf(u$%הZ=2<niɛpy /3N8h@ՙB]a'ޑ4̬x+s6#$o:C]*yLAФE|8+!C`GCU$ iƽ qNm6 (L#=FZnz[Ctuz9R8c֬ܖvHd6e1{m.EvzD%+"$}#endu,F4~jHBeZTץ>HU#rd={ii2nfpH6 5$rt7?__yP|~;ش+#wJLL ]TA[ђ,dkúdfCw݋1&C[{'Tmsg<ú"(‘>Pmdx!;4mkO~Q~]:# ][/JrbTI93it70dsĕY:|R)Ї{uvШ48쩂6QY~5 'Ax&5.gaMYj7qp 틁Bzə+U$sx Um_,b^M\ʸ2s|lGh”͗˸X8/o[`<* !/߯n)9L|Mx+4kI"p߻ pr/kfU~k]+rEUv7n1!oI ;Jfs̕|^WN/Bŀ"3@wLuFT ½}zZf*g-=DNUl<0Gjxz_|l% |K \?̐m T *u,2/M7aOr ǾbbvW:1j6K7׍fgbŰ3ar$2Y,07Ms6[SK9j7bi-J⠈b Jكb '`FK}+*k#fנ''q}qP)~-l0:__pwYE@%]PDC{p e.GPoo&9$k)K=LGH>r?:bv>/7Doq8rJ(ID Gk#CIToh?_ _fJ Y r+Wc ù~n%n(+|$ۯ|r@%8ׇ8䳮j&;ʉ3] EX>v%Upr7#ּpNB)ZȻ Es g2C8Ṇurqd,.Z|)?U41[~#_o<_ ̊~:F9N`+.†lLApSfa7q'ѶY@S+sCBk>,H2:85a\c&J~ \^|e/ѧ9d}dUg<P LZnSEѲ( 'Gr }WiRm*ZU}u %>M>cTzu1C? 0|4"I;ggx-HJ2t9M*; !ps 2u|X ʱw')=:/q0bmee&/IsHfaa 4Fyw;^fz2{D3p[NGjN'soͮWl\ & oSJE)6SZXyR!t9VQ?Gbglnk) Ƙ{P~!2 )v,XלfP Mr;Zߎj; 4_~P.͊G)5>T{K7%RǑ4aчMTƚXGƷ#].$pl=ӬFOzs_/x+֗*X!_A8tRy>iVnm5e(շ1B +΂ W@Kp'oS|Fe = W徽:s ^Raq%ڼw:wvm ' .fRPylY3@w;uw.HL>g"_xNdvi0#l#>(e># nu#b7J]8-(ODUjArs3~ k:09tY9L".A>4Qgë=oM t! 7cM#' M[Bn8|SraMPXxS(N΋0EO6/Y赭[uf+A!sDm-ǀ8'?iw7Sԗ9]mhߛhJV߶'{#us@l) [ ѣ}4wDucУ>G~Ֆݠg:c};V -s"Y=0Ӭ{.JV%7jƽ9E-k Ŀ{UgtNWHiCWT<3\z&]S.#[GRv8~G.Qώ?SKz]i. (%yt۞4bSXz'Yhdz"B>ٷD_P%l9=iͤ3*PnQ ȧ;2ŝU)BrbyK/`̜Fdݮ6Ɏ8B?_Կ0Y7r&c%omI=p,J3u= vA+kyax{qY{vo % Խ^R(BTNG؈v/bHv?8NljP$b&@vB$o(BܬWm=ro}r>4ߵXkө1[I0ɮqp7k+?(Ʀhߧ$@ì k'9_v6Ej#\nc PK[LٙcSMPyBandits/LICENSEPKtLq";SMPyBandits/README.rstPKխiM$qP9,SMPyBandits/__init__.pyPK5nL 7*27SMPyBandits/complete_tree_exploration_for_MP_bandits.pyPKjiMB-KKSMPyBandits/configuration.pyPKSn7M#g i-zySMPyBandits/configuration_all_singleplayer.pyPKtLڏy:=,SMPyBandits/configuration_comparing_aggregation_algorithms.pyPKitLuD :SMPyBandits/configuration_comparing_doubling_algorithms.pyPKtLu*H @&SMPyBandits/configuration_markovian.pyPKX^MgmR)SMPyBandits/configuration_multiplayers.pyPKJMKy) ):SMPyBandits/configuration_multiplayers_with_aggregation.pyPKRL-IӝV##SMPyBandits/configuration_sparse.pyPKitLRoЛ 0SMPyBandits/configuration_sparse_multiplayers.pyPK1EM]SMPyBandits/env_client.pyPKۨ^MEL 4SMPyBandits/example_of_configuration_multiplayers.pyPK=_Mg= 0\SMPyBandits/example_of_main_multiplayers_more.pyPKziME ]?SMPyBandits/main.pyPKdLux ? SMPyBandits/main_multiplayers.pyPKU^Mi%!SMPyBandits/main_multiplayers_more.pyPKonL]3s\'2SMPyBandits/main_sparse_multiplayers.pyPKLL ASMPyBandits/policy_server.pyPKwKJ<p LMSMPyBandits/Arms/Arm.pyPK:ALN  PSMPyBandits/Arms/Bernoulli.pyPK=ALmb TSMPyBandits/Arms/Binomial.pyPKnLtz YSMPyBandits/Arms/Constant.pyPKu6MWj]SMPyBandits/Arms/DiscreteArm.pyPKCAL~mddSMPyBandits/Arms/Exponential.pyPKGALGJGkSMPyBandits/Arms/Gamma.pyPK=w6M\uZrSMPyBandits/Arms/Gaussian.pyPKWALHK; ^{SMPyBandits/Arms/Poisson.pyPKZAL ݃vҀSMPyBandits/Arms/UniformArm.pyPK0@EM{]SMPyBandits/Arms/__init__.pyPKv]M2dN~SMPyBandits/Arms/kullback.pyPKoL33a5-SMPyBandits/Arms/usenumba.pyPK\^M_z:6>*cSMPyBandits/Environment/CollisionModels.pyPKjiM2`V4$SMPyBandits/Environment/Evaluator.pyPKfMy A"20SMPyBandits/Environment/EvaluatorMultiPlayers.pyPKfM )N6?SMPyBandits/Environment/EvaluatorSparseMultiPlayers.pyPKiM@Y69 TSMPyBandits/Environment/MAB.pyPKpfM!!SMPyBandits/Environment/Result.pyPK4EMCw:-fSMPyBandits/Environment/ResultMultiPlayers.pyPK TiMkBXC #(SMPyBandits/Environment/__init__.pyPKwKqO%+ SMPyBandits/Environment/fairnessMeasures.pyPK fME@ V!- SMPyBandits/Environment/memory_consumption.pyPKNiMȯGP!WSMPyBandits/Environment/notify.pyPKhLNmO 'ݵSMPyBandits/Environment/plot_Cmu_HOI.pyPKggiMm 9'qSMPyBandits/Environment/plotsettings.pyPKJLh=) SMPyBandits/Environment/pykov.pyPK3oSM2)QSMPyBandits/Environment/sortedDistance.pyPKv\L,|}V$SMPyBandits/Environment/usejoblib.pyPKoL33a5#SMPyBandits/Environment/usenumba.pyPKv\L".SMPyBandits/Environment/usetqdm.pyPKjLV?{!CSMPyBandits/Policies/AdBandits.pyPKYHM4N"5G"SMPyBandits/Policies/Aggregator.pyPKkLj>s-$SMPyBandits/Policies/ApproximatedFHGittins.pyPKnLSo+SMPyBandits/Policies/BESA.pyPKgaUMy?["ESMPyBandits/Policies/BasePolicy.pyPKVM*A~)KSMPyBandits/Policies/BaseWrapperPolicy.pyPKf7aM&n6 }PSMPyBandits/Policies/BayesUCB.pyPK ($HSMPyBandits/Policies/Exp3PlusPlus.pyPKfLm5# W<)SMPyBandits/Policies/ExploreThenCommit.pyPKL&Z{>*2SMPyBandits/Policies/GenericAggregation.pyPKfL ~ !SMPyBandits/Policies/Hedge.pyPKVLdb 8SMPyBandits/Policies/IMED.pyPKԅVMd #SMPyBandits/Policies/IndexPolicy.pyPK:fXM~XN!SMPyBandits/Policies/LM_DSEE.pyPKO_LK ) *SMPyBandits/Policies/LearnExp.pyPK@Lu;1 {7SMPyBandits/Policies/MEGA.pyPK-@LqBSMPyBandits/Policies/MOSS.pyPK"@LhY#DSMPyBandits/Policies/MOSSAnytime.pyPK%@Lshy_/ (HSMPyBandits/Policies/MOSSExperimental.pyPK&fLY=PPMSMPyBandits/Policies/MOSSH.pyPKiiM #%PSMPyBandits/Policies/Monitored_UCB.pyPKb^M.iBPi1$]SMPyBandits/Policies/MusicalChair.pyPKd^Mcw.->nSMPyBandits/Policies/MusicalChairNoSensing.pyPK`MLPBk }SMPyBandits/Policies/OCUCB.pyPKNLƟ[t3SMPyBandits/Policies/OCUCBH.pyPK)sLXLE(SMPyBandits/Policies/OSSB.pyPKC@L>J),*SMPyBandits/Policies/ProbabilityPursuit.pyPKn^Mu?=E SMPyBandits/Policies/SIC_MMAB.pyPKVMr(S"SMPyBandits/Policies/SWHash_UCB.pyPKJfM)<G:,ϼSMPyBandits/Policies/SlidingWindowRestart.pyPK+fLw(SMPyBandits/Policies/SlidingWindowUCB.pyPK3fL-%+ -$SMPyBandits/Policies/Softmax.pyPKmLgYS !SMPyBandits/Policies/SparseUCB.pyPK=VM4 )%SMPyBandits/Policies/SparseWrapper.pyPK)L̈́ "#SSMPyBandits/Policies/SparseklUCB.pyPKnL¿n-SMPyBandits/Policies/SuccessiveElimination.pyPKo@LC $zSMPyBandits/Policies/TakeFixedArm.pyPKs@L~I-*SMPyBandits/Policies/TakeRandomFixedArm.pyPK:aMP| %SMPyBandits/Policies/Thompson.pyPK{RM$r.#SMPyBandits/Policies/TrekkingTSN.pyPKNPL69SMPyBandits/Policies/UCB.pyPK/fL <SMPyBandits/Policies/UCBH.pyPK@Lv_ SMPyBandits/Policies/UCBV.pyPK@L !SMPyBandits/Policies/UCBVtuned.pyPKWmL BDT ["SMPyBandits/Policies/UCBalpha.pyPK@L !%SMPyBandits/Policies/UCBdagger.pyPKnL&k#5/SMPyBandits/Policies/UCBimproved.pyPK@L~ 7SMPyBandits/Policies/UCBmin.pyPKDLh+{9SMPyBandits/Policies/UCBoost.pyPK@Lo_S!OSMPyBandits/Policies/UCBplus.pyPK@L?=%;RSMPyBandits/Policies/UCBrandomInit.pyPK@LbT  USMPyBandits/Policies/Uniform.pyPK@L71%WSMPyBandits/Policies/UniformOnSome.pyPK@L yI !YSMPyBandits/Policies/WrapRange.pyPKtk!SMPyBandits/Policies/klUCBPlus.pyPK#fLI%SMPyBandits/Policies/klUCBPlusPlus.pyPK@L4^ #SMPyBandits/Policies/klUCBloglog.pyPK@L3f 3#SMPyBandits/Policies/klUCBswitch.pyPKv]M2dN~ SMPyBandits/Policies/kullback.pyPKP