{ "info": { "author": "Shubham Jha", "author_email": "jha1shubham@gmail.com", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Science/Research", "Natural Language :: English", "Programming Language :: Python :: 3.6" ], "description": "# RLkit: A simple Reinforcement Learning library\n\nThis project is still a work in progress. More algorithms and detailed documentation coming soon :)\n\nCurrently supported agents-\n\n1. Random agent\n2. REINFORCE (Policy Gradients)\n3. DQN\n4. DQN with baseline\n5. Actor-Critic\n\nSee examples for details on how to use the library.\n\nRequirements-\n```\ntensorflow==1.11.0\ngym==0.10.8\nnumpy==1.15.4\n```\n\n## New in v0.2\n- Added DQN and DQN with baseline agents\n- Added ActorCritic agent\n- Added support for various activation functions\n\n\n## Upcoming\n- Duelling DQN\n- Support for logging and plotting\n- Support for adding seeds\n- Support for custom environments", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "http://github.com/shubhamjha97/RLkit", "keywords": "", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "RLkit", "package_url": "https://pypi.org/project/RLkit/", "platform": "", "project_url": "https://pypi.org/project/RLkit/", "project_urls": { "Homepage": "http://github.com/shubhamjha97/RLkit" }, "release_url": "https://pypi.org/project/RLkit/0.2.0/", "requires_dist": null, "requires_python": "", "summary": "A simple RL library.", "version": "0.2.0" }, "last_serial": 4472510, "releases": { "0.1": [ { "comment_text": "", "digests": { "md5": "8a4e8629dedab99982dd60afd4148b7f", "sha256": "f7f9a21de64c46cf97e1635fb33efe8f69c6dba029ebc47c61319b0663337f00" }, "downloads": -1, "filename": "RLkit-0.1.tar.gz", "has_sig": false, "md5_digest": "8a4e8629dedab99982dd60afd4148b7f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 4350, "upload_time": "2018-11-10T19:31:34", "url": "https://files.pythonhosted.org/packages/66/70/62b6cf04c17c64e28c923ff216cdb658df60b85bab5d5e812b8c5561307b/RLkit-0.1.tar.gz" } ], "0.2.0": [ { "comment_text": "", "digests": { "md5": "009e4b785051c77eb83ef6ad0a63726f", "sha256": "0a86ebba31f629fd8ff782369bd54985f761d4355dc0480babac1030cecde445" }, "downloads": -1, "filename": "RLkit-0.2.0.tar.gz", "has_sig": false, "md5_digest": "009e4b785051c77eb83ef6ad0a63726f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 6235, "upload_time": "2018-11-10T19:31:36", "url": "https://files.pythonhosted.org/packages/18/4f/28fc7c52b4736c4dcec69659621fcfb3370add6aaba812354a637a9490e5/RLkit-0.2.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "009e4b785051c77eb83ef6ad0a63726f", "sha256": "0a86ebba31f629fd8ff782369bd54985f761d4355dc0480babac1030cecde445" }, "downloads": -1, "filename": "RLkit-0.2.0.tar.gz", "has_sig": false, "md5_digest": "009e4b785051c77eb83ef6ad0a63726f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 6235, "upload_time": "2018-11-10T19:31:36", "url": "https://files.pythonhosted.org/packages/18/4f/28fc7c52b4736c4dcec69659621fcfb3370add6aaba812354a637a9490e5/RLkit-0.2.0.tar.gz" } ] }