publications

2023

  1. ZSC Evaluation
    Quantifying Zero-shot Coordination Capability with Behavior Preferring Partners
    Xihuai WangShao Zhang, Wenhao Zhang, Wentao Dong, Jingxiao Chen, Ying Wen, and Weinan Zhang
    Preprint, 2023
  2. A2PO
    Order Matters: Agent-by-agent Policy Optimization
    Xihuai Wang, Zheng Tian, Ziyu Wan, Ying WenJun Wang, and Weinan Zhang
    In The Eleventh International Conference on Learning Representations , 2023

2022

  1. Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects
    Xihuai Wang, Zhicheng Zhang, and Weinan Zhang
    ArXiv, 2022

2021

  1. AORPO
    Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts
    Weinan ZhangXihuai Wang, Jian Shen, and Ming Zhou
    IJCAI, 2021