Rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Dopamine | 10,248 |  | 31 | 5 | 7 months ago | 44 | September 21, 2022 | 100 | apache-2.0 | Jupyter Notebook |
| Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. | ||||||||||
| Stable Baselines3 | 7,292 |  | 79 | 5 months ago | 80 | November 17, 2023 | 82 | mit | Python | |
| PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms. | ||||||||||
| Minimalrl | 2,417 | a year ago | 21 | mit | Python | |||||
| Implementations of basic RL algorithms with minimal lines of codes! (pytorch based) | ||||||||||
| Muzero General | 2,203 | 9 months ago | 54 | mit | Python | |||||
| MuZero | ||||||||||
| Papers Literature Ml Dl Rl Ai | 1,798 | a year ago | 1 | mit | ||||||
| Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning | ||||||||||
| Rl | 1,658 |  | 5 | 5 months ago | 42 | October 25, 2023 | 187 | mit | Python | |
| A modular, primitive-first, python-first PyTorch library for Reinforcement Learning. | ||||||||||
| Smac | 881 | 10 months ago | 12 | mit | Python | |||||
| SMAC: The StarCraft Multi-Agent Challenge | ||||||||||
| Rliable | 588 | | 5 | a year ago | 9 | June 22, 2022 | 1 | apache-2.0 | Jupyter Notebook | |
| [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds. | ||||||||||
| Sumo Rl | 545 | 5 months ago | 8 | June 15, 2023 | 16 | mit | Python | |||
| Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries. | ||||||||||
| Awesome Monte Carlo Tree Search Papers | 537 | a year ago | cc0-1.0 | Python | ||||||
| A curated list of Monte Carlo tree search papers with implementations. | ||||||||||
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