About me

I’m a postgraduate student at CSE, the Hong Kong University of Science and Technology, supervised by Prof. Tong Zhang. I received my master’s and bachelor’s degrees from the Department of Automation at Tsinghua University. I am furtunate to work closely with Prof. Chongjie Zhang (Washington University in St. Louis), Dr. Lei Han (Tencent AI Lab), and Prof. Meng Fang (University of Liverpool). My research interests lie in deep reinforcement learning (RL), especially goal-conditioned RL, offline RL, model-based RL, and the application of RL algorithms to game AI and robotics.

Currently, I am actively researching ways to improve the robustness and generalization abilities of deep reinforcement learning. Feel free to contact me by email if you are interested in discussing or collaborating with me.

Publications

Conference Papers

Workshop Papers

Journal Papers

Educations

  • 2022.09 - now, postgraduat student, Department of Computer Science and Engineering, the Hong Kong University of Science and Technology.
  • 2019.09 - 2022.07, Master, Department of Automation, Tsinghua University.
  • 2015.09 - 2019.07, Bachelor, Department of Automation, Tsinghua University.

Experiences

  • Tencent Robotics X (Oct. 2020 – Jun. 2021)

    Researched on efficient goal-conditioned RL algorithms.

  • Tencent AI Lab (Jun. 2020 – Sep. 2020)

    Researched on multi-step HER and offline meta RL.

  • Meituan Financial Service Group (Jul. 2019 – Sep. 2019)

    Controlled the advertising speed of Meituan app via a pacing PI control algorithm.

Services

Conference Reviewer: ICML (2022), ICLR (2024), NeurIPS (2022,2023), ICRA (2023), AAMAS(2024).

Journal Reviewer: IEEE Robotics and Automation Letters (RA-L), IEEE Transactions on Artificial Intelligence (TAI), Machine Learning.

Others

During my leisure time, I like sports such as running, table tennis and swimming. I used to be an amateur long-distance runner. I finished a half marathon (21.0975 km) in 1h30min and a marathon (42.195 km) in 3h36min.