Xu, Zelai

9 publications

ICLR 2026 MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs Huining Yuan, Zelai Xu, Zheyue Tan, Xiangmin Yi, Mo Guang, Kaiwen Long, Haojia Hui, Boxun Li, Xinlei Chen, Bo Zhao, Xiao-Ping Zhang, Chao Yu, Yu Wang

ICLR 2026 RE-PO: Robust Enhanced Policy Optimization as a General Framework for LLM Alignment Xiaoyang Cao, Zelai Xu, Mo Guang, Kaiwen Long, Michiel A. Bakker, Yu Wang, Chao Yu

JMLR 2025 Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play Zelai Xu, Chao Yu, Yancheng Liang, Yi Wu, Yu Wang

ICML 2025 Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization Zelai Xu, Wanjun Gu, Chao Yu, Yi Wu, Yu Wang

CoRL 2025 Mastering Multi-Drone Volleyball Through Hierarchical Co-Self-Play Reinforcement Learning Ruize Zhang, Sirui Xiang, Zelai Xu, Feng Gao, Shilong Ji, Wenhao Tang, Wenbo Ding, Chao Yu, Yu Wang

NeurIPS 2025 VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play Zelai Xu, Ruize Zhang, Chao Yu, Huining Yuan, Xiangmin Yi, Shilong Ji, Chuqi Wang, Wenhao Tang, Feng Gao, Wenbo Ding, Xinlei Chen, Yu Wang

AAAI 2024 Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu

ICML 2024 Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game Zelai Xu, Chao Yu, Fei Fang, Yu Wang, Yi Wu

ICML 2022 Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu, Chao Yu, Zelai Xu, Jiaqi Yang, Yi Wu