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Awesome Python ML - Reinforcement

• garage 1,858

  

  | updated over 1 year ago | MIT License

  A toolkit for reproducible reinforcement learning research.

• gym 34,442

  

  | updated 7 months ago | Other

  A toolkit for developing and comparing reinforcement learning algorithms.

• homework 1,520

  

  | updated over 1 year ago | MIT License

  Assignments for CS294-112.

• Metaworld 1,178

  

  | updated 4 months ago | MIT License

  Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

• pytorch-a2c-ppo-acktr-gail 3,573

  

  | updated over 2 years ago | MIT License

  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).

• pytorch-ddpg-naf 306

  

  | updated almost 4 years ago | MIT License

  Implementation of algorithms for continuous control (DDPG and NAF).

• reinforcement-learning 3,235

  

  | updated over 1 year ago | MIT License

  Minimal and Clean Reinforcement Learning Examples

• rllab 2,892

  

  | updated over 1 year ago | Other

  rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

• trfl 3,136

  

  | updated almost 2 years ago | Apache License 2.0

  TensorFlow Reinforcement Learning