Zhengpeng Xie

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Hi there! I’m an incoming PhD student in HKUST(GZ), I’m interested in deep reinforcement learning (DRL). My recent research focuses on designing theoretically sound policy gradient algorithms and improving their generalization performance.

If you would like to have a discussion or collaborate with me, please feel free to contact me through zhengpengxie00@gmail.com or zhengpengxie@hkust-gz.edu.cn!

news

May 01, 2025 Simple Policy Optimization has been accepted to ICML 2025! :smile:

selected publications

  1. Conference
    Simple Policy Optimization
    Zhengpeng Xie, Qiang Zhang, Fan Yang, Marco Hutter, and Renjing Xu
    In Forty-second International Conference on Machine Learning, 2025
  2. Preprint
    Representation Convergence: Mutual Distillation is Secretly a Form of Regularization
    Zhengpeng Xie, Jiahang Cao, Qiang Zhang, Jianxiong Zhang, Changwei Wang, and Renjing Xu
    2025