- The
starnumber is not updated in real time, I will fix this later - Generally, almost all projects listed includes more than one algorithm and you can check out the algorithms implemented in each project here.
- This is a summary of different reinforcement learning algorithms implemented in there projects.
| No | Project Name | Author | Framework | Last Commit | Stars |
|---|---|---|---|---|---|
| 1 | ray | Ray | TensorFlow | 2020-01-09 | 10016 |
| 2 | baselines | OpenAI | TensorFlow | 2019-11-10 | 9074 |
| 3 | dopamine | TensorFlow | 2019-12-19 | 8602 | |
| 4 | tensorlayer | TensorLayer | TensorFlow | 2020-01-02 | 5847 |
| 5 | Reinforcement-learning-with-tensorflow | Morvan Zhou | TensorFlow | 2019-05-27 | 4697 |
| 6 | keras-rl | keras-rl | Keras | 2019-11-11 | 4413 |
| 7 | spinningup | OpenAI | TensorFlow | 2019-12-06 | 3756 |
| 8 | deep-reinforcement-learning | Udacity | PyTorch | 2019-01-19 | 2874 |
| 9 | trfl | DeepMind | TensorFlow | 2019-12-19 | 2808 |
| 10 | tensorforce | tensorforce | TensorFlow | 2020-01-05 | 2542 |
| 11 | ReAgent | Facebook Reasearch | PyTorch | 2020-01-03 | 2333 |
| 12 | rllab | Berkeley RLL | Theano | 2018-10-17 | 2311 |
| 13 | RL-Adventure-2 | higgsfield | PyTorch | 2018-06-21 | 1990 |
| 14 | open_spiel | DeepMind | TensorFlow | 2020-01-06 | 1886 |
| 15 | DeepRL | Shangtong Zhang | PyTorch | 2019-11-19 | 1747 |
| 16 | pytorch-a2c-ppo-acktr-gail | Ilya Kostrikov | PyTorch | 2019-11-20 | 1686 |
| 17 | coach | Nervana Systems | TensorFlow | 2019-12-23 | 1600 |
| 18 | stable-baselines | hill-a | TensorFlow | 2020-01-04 | 1561 |
| 19 | rlpyt | Adam Stooke | PyTorch | 2019-11-18 | 1171 |
| 20 | agents | tensorflow | TensorFlow | 2020-01-09 | 1109 |
| 21 | rlkit | Vitchyr Pong | PyTorch | 2020-01-03 | 1073 |
| 22 | noreward-rl | Deepak Pathak | TensorFlow | 2018-11-13 | 1056 |
| 23 | scalable_agent | DeepMind | TensorFlow | 2019-03-13 | 715 |
| 24 | SLM-Lab | Wah Loon Keng | PyTorch | 2019-11-30 | 643 |
| 25 | random-network-distillation | OpenAI | TensorFlow | 2018-11-22 | 633 |
| 26 | large-scale-curiosity | OpenAI | TensorFlow | 2019-05-29 | 630 |
| 27 | garage | RLworkgroup | TensorFlow+Theano | 2020-01-09 | 574 |
| 28 | reaver | Roman Ring | TensorFlow | 2019-02-20 | 456 |
| 29 | huskarl | Daniel Salvadori | TensorFlow | 2019-10-15 | 381 |
| 30 | lagom | Xingdong Zuo | PyTorch | 2019-11-24 | 353 |
| 31 | robotics-rl-srl | Antonin Raffin | TensorFlow | 2019-05-21 | 347 |
| 32 | pytorch-rl | Navneet M Kumar | PyTorch | 2019-07-14 | 333 |
| 33 | ptan | Max Lapan | PyTorch | 2019-11-07 | 281 |
| 34 | vel | MillionIntegrals | PyTorch | 2019-10-24 | 263 |
| 35 | rlgraph | RLgraph | TensorFlow+PyTorch | 2019-11-05 | 219 |
| 36 | rl-starter-files | Lucas Willems | PyTorch | 2020-01-07 | 196 |
| 37 | anyrl-py | Alex Nichol | TensorFlow | 2018-12-26 | 143 |