Scholar
Xihuai Wang
Google Scholar ID: hy6v3qUAAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
236
H-index
8
i10-index
7
Publications
10
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- - Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration, accepted to ACL 2025
- - ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination, accepted by NeurIPS 2024 Dataset and Benchmark Track
- - Order Matters: Agent-by-agent Policy Optimization, accepted by ICLR 2023
- - Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts, published in IJCAI 2021
Research Experience
- Involved in multiple research projects, including giving a talk about cooperative multi-agent reinforcement learning at RLChina, and publishing works in conferences such as IJCAI, ICLR, and NeurIPS.
Education
- Earned his B.Eng. in Computer Science and Technology from the School of Computer Science and Engineering, Sun Yat-sen University in 2020; currently a Ph.D. candidate at Shanghai Jiao Tong University, supervised by Prof. Weinan Zhang and Prof. Ying Wen, and selected into the Wen-Tsun Wu AI Honorary Doctoral Class in 2020.
Background
- Research interests include decision-making and multi-agent systems, with a specific focus on multi-agent decision-making in cooperative scenarios, especially the efficiency of cooperative multi-agent reinforcement learning, zero-shot generalization ability in cooperative multi-agent systems, and large language models for decision-making, specifically human-AI collaboration.
Miscellany
- Contact: leoxhwang@sjtu.edu.cn
