Publications

2023

  1. Review in NIPS
    A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
    Yunpeng Qing, shunyu Liu, Jingyuan Cong, and 3 more authors
    arXiv, 2023
    HTML
  2. Review in TITS
    Curricular Subgoals for Inverse Reinforcement Learning
    Shunyu Liu*, Yunpeng Qing*, Shuqi Xu, and 6 more authors
    arXiv, 2023
    HTML Code
  3. Review in ICML
    Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
    Yihe Zhou, Shunyu Liu, Yunpeng Qing, and 5 more authors
    arXiv, 2023
    HTML
  4. Review in CSUR
    A survey on explainable reinforcement learning: Concepts, algorithms, challenges
    Yunpeng Qing, Shunyu Liu, Jie Song, and 2 more authors
    arXiv, 2023
    HTML Code