Reinforcement Learning Git Repositories

Sno. URL Description
1 OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
2 A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
3 An educational resource to help anyone learn deep reinforcement learning.
4 Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
5 TF-Agents is a library for Reinforcement Learning in TensorFlow
6 TensorFlow Reinforcement Learning
7 A platform for Applied Reinforcement Learning (Applied RL)
8 An End-To-End, Lightweight and Flexible Platform for Game Research
9 Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
10 A fast and simple framework for building and running distributed applications.
11 Deep Reinforcement Learning for Keras.
12 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 Rainbow: Combining Improvements in Deep Reinforcement Learning
14 Velocity in deep-learning research
15 Tensorforce: A TensorFlow library for applied reinforcement learning
16 Modular Deep Reinforcement Learning framework in PyTorch.
17 A framework for reproducible reinforcement learning research
18 Reproducible and fast DL & RL.
19 Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
20 Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
21 A toolkit for developing and comparing reinforcement learning algorithms.
22 A customisable 3D platform for agent-based AI research
23 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 Retro Games in Gym
25 The DeepMind Control Suite and Package
26 Neural MMO – A Massively Multiagent Game Environment
27 Gym @ OpenAI
28 Lab @ DeepMind
29 Project Malmo @ Microsoft
30 Retro @ OpenAI
31 Control Suite @ DeepMind
32 Neural MMO @ OpenAI
33 Tensorflow Maintained by OpenAI
34 Tensorflow Maintained by Antonin Raffin, Ashley Hill
35 PyTorch Maintained by Sergey Kolesnikov
36 Tensorflow Maintained by Ray Team
37 Tensorflow Maintained by Google
38 PyTorch Maintained by Facebook
39 Tensorflow Maintained by Intel
40 Tensorflow Maintained by community
41 PyTorch Maintained by Wah Loon Keng, Laura Graesser
42 Tensorflow Maintained by Google
43 Tensorflow Maintained by OpenAI
44 Tensorflow Maintained by DeepMind
45 Tensorflow Maintained by DeepMind
46 PyTorch Maintained by Facebook
47 Tensorflow Maintained by Matthias Plappert
48 PyTorch Maintained by Ilya Kostrikov
49 PyTorch Maintained by Kai Arulkumaran
50 PyTorch Maintained by Jerry (?)
51 PyTorch
52 Tensorflow
53 PyTorch
54 PyTorch
55 TorchX
56 PyTorch
57 Tensorflow
58 Tensorflow
59 Tensorflow
60 PyTorch