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