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https://github.com/juliusfrost/rl-library-activity-tracker

A simple RL library activity tracker with github badges
https://github.com/juliusfrost/rl-library-activity-tracker

ai collection deep-learning deep-reinforcement-learning library list package python reinforcement-learning

Last synced: about 2 months ago
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A simple RL library activity tracker with github badges

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# Reinforcement Learning Library Activity Tracker
This repository tracks active Reinforcement Learning libraries, that you can depend on for research and production code.
Any new libaries should implement a large number of RL algorithms and have benchmarks to get added to this list.
This list is not for research code, single algorithms, benchmarks, dated DL backends, or RL environments (except Gymnasium).

Table generated from this [google sheets](https://docs.google.com/spreadsheets/d/174W7V1W-dZAnW3mAcjZ9YIZzbfgfighcbNnsP6mMm98/edit?usp=sharing).
Inactive, unmaintained, or outdated repositories will be removed.
Sorted by Alphabetical order.

| Repository | Last commit | Commit activity | Contributors | Stars |
|---------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------|
| [AI4Finance-Foundation/ElegantRL](https://github.com/AI4Finance-Foundation/ElegantRL) | ![GitHub last commit](https://img.shields.io/github/last-commit/AI4Finance-Foundation/ElegantRL) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/AI4Finance-Foundation/ElegantRL) | ![GitHub contributors](https://img.shields.io/github/contributors/AI4Finance-Foundation/ElegantRL) | ![GitHub Repo stars](https://img.shields.io/github/stars/AI4Finance-Foundation/ElegantRL) |
| [alex-petrenko/sample-factory](https://github.com/alex-petrenko/sample-factory) | ![GitHub last commit](https://img.shields.io/github/last-commit/alex-petrenko/sample-factory) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/alex-petrenko/sample-factory) | ![GitHub contributors](https://img.shields.io/github/contributors/alex-petrenko/sample-factory) | ![GitHub Repo stars](https://img.shields.io/github/stars/alex-petrenko/sample-factory) |
| [deepmind/acme](https://github.com/deepmind/acme) | ![GitHub last commit](https://img.shields.io/github/last-commit/deepmind/acme) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/deepmind/acme) | ![GitHub contributors](https://img.shields.io/github/contributors/deepmind/acme) | ![GitHub Repo stars](https://img.shields.io/github/stars/deepmind/acme) |
| [deepmind/open_spiel](https://github.com/deepmind/open_spiel) | ![GitHub last commit](https://img.shields.io/github/last-commit/deepmind/open_spiel) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/deepmind/open_spiel) | ![GitHub contributors](https://img.shields.io/github/contributors/deepmind/open_spiel) | ![GitHub Repo stars](https://img.shields.io/github/stars/deepmind/open_spiel) |
| [DLR-RM/stable-baselines3](https://github.com/DLR-RM/stable-baselines3) | ![GitHub last commit](https://img.shields.io/github/last-commit/DLR-RM/stable-baselines3) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/DLR-RM/stable-baselines3) | ![GitHub contributors](https://img.shields.io/github/contributors/DLR-RM/stable-baselines3) | ![GitHub Repo stars](https://img.shields.io/github/stars/DLR-RM/stable-baselines3) |
| [facebookresearch/ReAgent](https://github.com/facebookresearch/ReAgent) | ![GitHub last commit](https://img.shields.io/github/last-commit/facebookresearch/ReAgent) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/facebookresearch/ReAgent) | ![GitHub contributors](https://img.shields.io/github/contributors/facebookresearch/ReAgent) | ![GitHub Repo stars](https://img.shields.io/github/stars/facebookresearch/ReAgent) |
| [Farama-Foundation/Gymnasium](https://github.com/Farama-Foundation/Gymnasium) | ![GitHub last commit](https://img.shields.io/github/last-commit/Farama-Foundation/Gymnasium) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/Farama-Foundation/Gymnasium) | ![GitHub contributors](https://img.shields.io/github/contributors/Farama-Foundation/Gymnasium) | ![GitHub Repo stars](https://img.shields.io/github/stars/Farama-Foundation/Gymnasium) |
| [MushroomRL/mushroom-rl](https://github.com/MushroomRL/mushroom-rl) | ![GitHub last commit](https://img.shields.io/github/last-commit/MushroomRL/mushroom-rl) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/MushroomRL/mushroom-rl) | ![GitHub contributors](https://img.shields.io/github/contributors/MushroomRL/mushroom-rl) | ![GitHub Repo stars](https://img.shields.io/github/stars/MushroomRL/mushroom-rl) |
| [opendilab/DI-engine](https://github.com/opendilab/DI-engine) | ![GitHub last commit](https://img.shields.io/github/last-commit/opendilab/DI-engine) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/opendilab/DI-engine) | ![GitHub contributors](https://img.shields.io/github/contributors/opendilab/DI-engine) | ![GitHub Repo stars](https://img.shields.io/github/stars/opendilab/DI-engine) |
| [PaddlePaddle/PARL](https://github.com/PaddlePaddle/PARL) | ![GitHub last commit](https://img.shields.io/github/last-commit/PaddlePaddle/PARL) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/PaddlePaddle/PARL) | ![GitHub contributors](https://img.shields.io/github/contributors/PaddlePaddle/PARL) | ![GitHub Repo stars](https://img.shields.io/github/stars/PaddlePaddle/PARL) |
| [ray-project/ray](https://github.com/ray-project/ray) | ![GitHub last commit](https://img.shields.io/github/last-commit/ray-project/ray) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/ray-project/ray) | ![GitHub contributors](https://img.shields.io/github/contributors/ray-project/ray) | ![GitHub Repo stars](https://img.shields.io/github/stars/ray-project/ray) |
| [seungeunrho/minimalRL](https://github.com/seungeunrho/minimalRL) | ![GitHub last commit](https://img.shields.io/github/last-commit/seungeunrho/minimalRL) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/seungeunrho/minimalRL) | ![GitHub contributors](https://img.shields.io/github/contributors/seungeunrho/minimalRL) | ![GitHub Repo stars](https://img.shields.io/github/stars/seungeunrho/minimalRL) |
| [takuseno/d3rlpy](https://github.com/takuseno/d3rlpy) | ![GitHub last commit](https://img.shields.io/github/last-commit/takuseno/d3rlpy) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/takuseno/d3rlpy) | ![GitHub contributors](https://img.shields.io/github/contributors/takuseno/d3rlpy) | ![GitHub Repo stars](https://img.shields.io/github/stars/takuseno/d3rlpy) |
| [thu-ml/tianshou](https://github.com/thu-ml/tianshou) | ![GitHub last commit](https://img.shields.io/github/last-commit/thu-ml/tianshou) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/thu-ml/tianshou) | ![GitHub contributors](https://img.shields.io/github/contributors/thu-ml/tianshou) | ![GitHub Repo stars](https://img.shields.io/github/stars/thu-ml/tianshou) |
| [Unity-Technologies/ml-agents](https://github.com/Unity-Technologies/ml-agents) | ![GitHub last commit](https://img.shields.io/github/last-commit/Unity-Technologies/ml-agents) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/Unity-Technologies/ml-agents) | ![GitHub contributors](https://img.shields.io/github/contributors/Unity-Technologies/ml-agents) | ![GitHub Repo stars](https://img.shields.io/github/stars/Unity-Technologies/ml-agents) |
| [vwxyzjn/cleanrl](https://github.com/vwxyzjn/cleanrl) | ![GitHub last commit](https://img.shields.io/github/last-commit/vwxyzjn/cleanrl) | ![GitHub commit activity](https://img.shields.io/github/commit-activity/m/vwxyzjn/cleanrl) | ![GitHub contributors](https://img.shields.io/github/contributors/vwxyzjn/cleanrl) | ![GitHub Repo stars](https://img.shields.io/github/stars/vwxyzjn/cleanrl) |