Xihuai Wang's Page
Shanghai, China
Xihuai Wang is currently a Ph.D. candidate at Shanghai Jiao Tong University, supervised by Prof. Weinan Zhang and Prof. Ying Wen. He is a member of SJTU-Apex Group and a member of SJTU-MARL Group leaded by Prof. Ying Wen, and is also selected into Wen-Tsun Wu AI Honorary Doctoral Class in 2020. Xihuai earned his B.Eng. in Computer Science and Technology at School of Computer Science and Engineering, Sun Yat-sen University in 2020.
Xihuai’s research interests include Decision-making and Multi-agent System. Specifically, he is now focusing on
- Multi-agent Decision-making in Cooperative Scenarios, especially
- Efficiency of Cooperative Multi-agent Reinforcement Learning;
- Zero-shot Generalization Ability in Cooperative Multi-agent Systems.
- Large Language Models for Decision-making, specifically human-ai collaboration.
news
Sep 26, 2024 | Our work about zero-shot coordination evaluation ZSC-Eval is accepted by NeurIPS 2024 Dataset and Benchmark Track! |
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Aug 8, 2023 | Give a talk about cooperative multi-agent reinforcement learning (Coordinate Agents vis Policy Optimization) at RLChina. |
Mar 25, 2023 | Our work about policy optimization in cooperative multi-agent scenarios Order Matters: Agent-by-agent Policy Optimization is accepted by ICLR 2023! |
selected publications
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Human-AI CollaborationMutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace TaskUnder Review., 2024