sanmuyang

sanmuyang's Stars

• thu-ml/tianshou

  An elegant PyTorch deep reinforcement learning library.

  Language:Python8k937461.1k

• PaddlePaddle/PARL

  A high-performance distributed training framework for Reinforcement Learning

  Language:Python3.3k62517818

• LyWangPX/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

  Solutions of Reinforcement Learning, An Introduction

  Language:Jupyter Notebook2k3585465

• oxwhirl/pymarl

  Python Multi-Agent Reinforcement Learning framework

  Language:Python1.9k30130387

• PKU-Alignment/safe-rlhf

  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

  Language:Python1.4k1885120

• oxwhirl/smac

  SMAC: The StarCraft Multi-Agent Challenge

  Language:Python1.1k2187230

• tinkoff-ai/CORL

  High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

  Language:Python1.1k1628131

• hanjuku-kaso/awesome-offline-rl

  An index of algorithms for offline reinforcement learning (offline-rl)

  93345187

• NtrQQ/download

  752364279

• hijkzzz/pymarl2

  Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

  Language:Python6321740124

• sanmuyang/multi-agent-PPO-on-SMAC

  Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.

  Language:Python58225

• Facebear-ljx/DOGE

  The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)

  Language:Python43102

• ryanxhr/DWBC

  [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"

  Language:Python34112