Publications

2024

  1. Distributional Pareto-Optimal Multi-Objective Reinforcement Learning
    Xin-Qiang Cai, Pushi Zhang, Li Zhao, and 3 more authors
    Advances in Neural Information Processing Systems, 2024
  2. IGOR: Image-goal Representations Are the Atomic Control Units for Foundation Models in Embodied AI
    Xiaoyu Chen, Junliang Guo, Tianyu He, and 5 more authors
    arXiv preprint arXiv:2411.00785, 2024

2023

  1. Asking Before Acting: Gather Information in Embodied Decision Making with Language Models
    Xiaoyu Chen, Shenao Zhang, Pushi Zhang, and 2 more authors
    arXiv preprint arXiv:2305.15695, 2023
  2. Preference-conditioned Pixel-based AI Agent For Game Testing
    Sherif Abdelfattah, Adrian Brown, and Pushi Zhang
    In 2023 IEEE Conference on Games (CoG), 2023
  3. IG-Net: Image-Goal Network for Offline Visual Navigation on A Large-Scale Game Map
    Pushi Zhang, Baiting Zhu, Xin-Qiang Cai, and 3 more authors
    2023

2022

  1. An adaptive deep rl method for non-stationary environments with piecewise stable context
    Xiaoyu Chen, Xiangming Zhu, Yufeng Zheng, and 8 more authors
    Advances in Neural Information Processing Systems, 2022

2021

  1. Demonstration Actor Critic
    Guoqing Liu, Li Zhao, Pushi Zhang, and 4 more authors
    Neurocomputing, 2021
  2. Independence-aware Advantage Estimation
    Pushi Zhang, Li Zhao, Guoqing Liu, and 4 more authors
    In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21, 2021
  3. Distributional Reinforcement Learning for Multi-Dimensional Reward Functions
    Pushi Zhang, Xiaoyu Chen, Li Zhao, and 3 more authors
    Advances in Neural Information Processing Systems, 2021