Gymnasium Alternatives
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Stable Baselines3 | 7,292 |  | 79 | a year ago | 80 | November 17, 2023 | 82 | mit | Python | |
| PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms. | ||||||||||
| Keras Rl | 5,348 |  | 51 | 3 | 2 years ago | 8 | June 01, 2018 | 43 | mit | Python |
| Deep Reinforcement Learning for Keras. | ||||||||||
| Gymnasium | 4,828 | | 210 | a year ago | 10 | August 21, 2023 | 64 | mit | Python | |
| An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym) | ||||||||||
| Deep Reinforcement Learning | 4,635 | a year ago | 5 | mit | Jupyter Notebook | |||||
| Repo for the Deep Reinforcement Learning Nanodegree program | ||||||||||
| Cleanrl | 3,947 | a year ago | 49 | other | Python | |||||
| High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG) | ||||||||||
| Stable Baselines | 3,064 |  | 25 | 10 | 4 years ago | 31 | April 06, 2021 | n,ull | mit | Python |
| A fork of OpenAI Baselines, implementations of reinforcement learning algorithms | ||||||||||
| Muzero General | 2,203 | a year ago | 54 | mit | Python | |||||
| MuZero | ||||||||||
| Gym Anytrading | 1,751 | a year ago | 4 | mit | Python | |||||
| The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym) | ||||||||||
| Rl Baselines3 Zoo | 1,640 |  | 2 | a year ago | 18 | November 17, 2023 | 54 | mit | Python | |
| A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. | ||||||||||
| Awesome Ai Books | 1,086 | 2 years ago | mit | Jupyter Notebook | ||||||
| Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning | ||||||||||
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