I am Weixin Wang, a second year Ph.D. student in Prof. Pan Xu’s lab at Duke University.

My current research interests focus on reinforcement learning theory, particularly Thompson sampling and other randomized exploration methods.

🔥 News

• 2024.9:  🎉🎉 Randomized Exploration in Cooperative Multi-agent Reinforcement Learning is accepted as Poster to NeurIPS 2024!

📝 Publications

• Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning [Paper] [Code]

  Hao-Lun Hsu*, Weixin Wang*, Miroslav Pajic, Pan Xu

  In Proc. of the 38th Conference on Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.

• Upper and Lower Bounds for Distributionally Robust Off-Dynamics Reinforcement Learning [Paper]

  Zhishuai Liu*, Weixin Wang*, Pan Xu

  Preprint arXiv: 2409.20521.

📖 Educations

• 2023.08 - now, Ph.D., Department of Electrical and Computer Engineering, Duke University.
• 2019.09 - 2023.06, B.S., School of the Gifted Young, University of Science and Technology of China.