Reinforcement Learning Git Repositories

Reinforcement Learning Git Repositories

Sno.	URL	Description
1	https://github.com/openai/baselines	OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
2	https://github.com/hill-a/stable-baselines	A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
3	https://github.com/openai/spinningup	An educational resource to help anyone learn deep reinforcement learning.
4	https://github.com/google/dopamine	Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
5	https://github.com/tensorflow/agents	TF-Agents is a library for Reinforcement Learning in TensorFlow
6	https://github.com/deepmind/trfl	TensorFlow Reinforcement Learning
7	https://github.com/facebookresearch/Horizon	A platform for Applied Reinforcement Learning (Applied RL)
8	https://github.com/facebookresearch/ELF	An End-To-End, Lightweight and Flexible Platform for Game Research
9	https://github.com/NervanaSystems/coach	Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
10	https://github.com/ray-project/ray/tree/master/python/ray/rllib	A fast and simple framework for building and running distributed applications.
11	https://github.com/keras-rl/keras-rl	Deep Reinforcement Learning for Keras.
12	https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail	PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
13	https://github.com/Kaixhin/Rainbow	Rainbow: Combining Improvements in Deep Reinforcement Learning
14	https://github.com/MillionIntegrals/vel	Velocity in deep-learning research
15	https://github.com/tensorforce/tensorforce	Tensorforce: A TensorFlow library for applied reinforcement learning
16	https://github.com/kengz/SLM-Lab	Modular Deep Reinforcement Learning framework in PyTorch.
17	https://github.com/rlworkgroup/garage	A framework for reproducible reinforcement learning research
18	https://github.com/catalyst-team/catalyst	Reproducible and fast DL & RL.
19	https://github.com/higgsfield/RL-Adventure	Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
20	https://github.com/qfettes/DeepRL-Tutorials	Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
21	https://github.com/openai/gym	A toolkit for developing and comparing reinforcement learning algorithms.
22	https://github.com/deepmind/lab	A customisable 3D platform for agent-based AI research
23	https://github.com/Microsoft/malmo	Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. — For installation instruct
24	https://github.com/openai/retro	Retro Games in Gym
25	https://github.com/deepmind/dm_control	The DeepMind Control Suite and Package
26	https://github.com/openai/neural-mmo	Neural MMO – A Massively Multiagent Game Environment
27	https://github.com/openai/gym	Gym @ OpenAI
28	https://github.com/deepmind/lab	Lab @ DeepMind
29	https://github.com/Microsoft/malmo	Project Malmo @ Microsoft
30	https://github.com/openai/retro	Retro @ OpenAI
31	https://github.com/deepmind/dm_control	Control Suite @ DeepMind
32	https://github.com/openai/neural-mmo	Neural MMO @ OpenAI
33	https://github.com/openai/baselines	Tensorflow Maintained by OpenAI
34	https://github.com/hill-a/stable-baselines	Tensorflow Maintained by Antonin Raffin, Ashley Hill
35	https://github.com/catalyst-team/catalyst	PyTorch Maintained by Sergey Kolesnikov
36	https://github.com/ray-project/ray/tree/master/python/ray/rllib	Tensorflow Maintained by Ray Team
37	https://github.com/tensorflow/agents	Tensorflow Maintained by Google
38	https://github.com/facebookresearch/Horizon	PyTorch Maintained by Facebook
39	https://github.com/NervanaSystems/coach	Tensorflow Maintained by Intel
40	https://github.com/rlworkgroup/garage	Tensorflow Maintained by community
41	https://github.com/kengz/SLM-Lab	PyTorch Maintained by Wah Loon Keng, Laura Graesser
42	https://github.com/google/dopamine	Tensorflow Maintained by Google
43	https://github.com/openai/spinningup	Tensorflow Maintained by OpenAI
44	https://github.com/deepmind/trfl	Tensorflow Maintained by DeepMind
45	https://github.com/deepmind/scalable_agent	Tensorflow Maintained by DeepMind
46	https://github.com/facebookresearch/ELF	PyTorch Maintained by Facebook
47	https://github.com/keras-rl/keras-rl	Tensorflow Maintained by Matthias Plappert
48	https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail	PyTorch Maintained by Ilya Kostrikov
49	https://github.com/Kaixhin/Rainbow	PyTorch Maintained by Kai Arulkumaran
50	https://github.com/MillionIntegrals/vel	PyTorch Maintained by Jerry (?)
51	https://github.com/Khrylx/PyTorch-RL	PyTorch
52	https://github.com/tensorforce/tensorforce	Tensorflow
53	https://github.com/higgsfield/RL-Adventure	PyTorch
54	https://github.com/qfettes/DeepRL-Tutorials	PyTorch
55	https://github.com/SurrealAI/surreal	TorchX
56	https://github.com/zuoxingdong/lagom	PyTorch
57	https://github.com/dennybritz/reinforcement-learning	Tensorflow
58	https://github.com/unixpickle/anyrl-py	Tensorflow
59	https://github.com/Scitator/rl-course-experiments	Tensorflow
60	https://github.com/oxwhirl/pymarl	PyTorch