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1. OpenRLHF/OpenRLHF OpenRLHF/OpenRLHF Public

   An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)

   Python 9.2k 903

2. alibaba/ROLL alibaba/ROLL Public

   An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models

   Python 3k 249

3. Replicable-MARL/MARLlib Replicable-MARL/MARLlib Public

   One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

   Python 1.3k 194

4. awesome-reinforcement-learning-zh awesome-reinforcement-learning-zh Public

   中文整理的强化学习资料（Reinforcement Learning）

   2.2k 362

5. awesome-reinforcement-learning-lib awesome-reinforcement-learning-lib Public

   GitHub's code repository is all you need

   378 44

6. deepmind_MAS_enviroment deepmind_MAS_enviroment Public

   some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

   Python 131 25