Zelai Xu

28 papers A* 4A 2Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
MAGE: Meta-Reinforcement Learning for Language Agents toward Strategic Exploration and Exploitation.
CoRR
Lu Yang, Zelai Xu, Minyang Xie, Jiaxuan Gao, Zhao Shok, Yu Wang, Yi Wu
2026 J jnl
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning.
CoRR
Zelai Xu, Zhexuan Xu, Ruize Zhang, Chunyang Zhu, Shi Yu, Weilin Liu, Quanlu Zhang, Wenbo Ding, Chao Yu, Yu Wang
2025 J jnl
AED: Automatic Discovery of Effective and Diverse Vulnerabilities for Autonomous Driving Policy with Large Language Models.
CoRR
Le Qiu, Zelai Xu, Qixin Tan, Wenhao Tang, Chao Yu, Yu Wang
2025 J jnl
EARL: Efficient Agentic Reinforcement Learning Systems for Large Language Models.
CoRR
Zheyue Tan, Mustapha Abdullahi, Tuo Shi, Huining Yuan, Zelai Xu, Chao Yu, Boxun Li, Bo Zhao
2025 J jnl
Extending Test-Time Scaling: A 3D Perspective with Context, Batch, and Turn.
CoRR
Chao Yu, Qixin Tan, Jiaxuan Gao, Shi Yu, Hong Lu, Xinting Yang, Zelai Xu, Yu Wang, Yi Wu, Eugene Vinitsky
2025 J jnl
Latent Collective Preference Optimization: A General Framework for Robust LLM Alignment.
CoRR
Xiaoyang Cao, Zelai Xu, Mo Guang, Kaiwen Long, Michiel A. Bakker, Yu Wang, Chao Yu
2025 J jnl
Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play.
J. Mach. Learn. Res.
Zelai Xu, Chao Yu, Yancheng Liang, Yi Wu, Yu Wang
2025 A* conf
Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization.
ICML
Zelai Xu, Wanjun Gu, Chao Yu, Yi Wu, Yu Wang
2025 J jnl
Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization.
CoRR
Zelai Xu, Wanjun Gu, Chao Yu, Yi Wu, Yu Wang
2025 J jnl
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games.
CoRR
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
2025 J jnl
Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning.
CoRR
Ruize Zhang, Sirui Xiang, Zelai Xu, Feng Gao, Shilong Ji, Wenhao Tang, Wenbo Ding, Chao Yu, Yu Wang
2025 J jnl
VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments.
CoRR
Zelai Xu, Zhexuan Xu, Xiangmin Yi, Huining Yuan, Xinlei Chen, Yi Wu, Chao Yu, Yu Wang
2025 J jnl
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play.
CoRR
Zelai Xu, Chao Yu, Ruize Zhang, Huining Yuan, Xiangmin Yi, Shilong Ji, Chuqi Wang, Wenhao Tang, Yu Wang
2024 J jnl
A Survey on Self-play Methods in Reinforcement Learning.
CoRR
Ruize Zhang, Zelai Xu, Chengdong Ma, Chao Yu, Wei-Wei Tu, Shiyu Huang, Deheng Ye, Wenbo Ding, Yaodong Yang, Yu Wang
2024 A* conf
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning.
AAAI
Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu
2024 J jnl
Dual sliding mode control of linear maglev synchronous motor based on novel extended state observer.
J. Syst. Control. Eng.
Cheng Lei, Yipeng Lan, Zelai Xu, Yunpeng Sun, Jiayu Li
2024 J jnl
Fixed-time convergence of second-order nonlinear systems based on nonsingular fractional sliding mode.
Trans. Inst. Meas. Control
Cheng Lei, Yipeng Lan, Yunpeng Sun, Zelai Xu, Xiaolei Shi
2024 J jnl
Fixed-time disturbance observer-based funnel control for controllable excitation linear synchronous motor with state constraints.
J. Syst. Control. Eng.
Zelai Xu, Yipeng Lan, Cheng Lei
2024 A* conf
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.
ICML
Zelai Xu, Chao Yu, Fei Fang, Yu Wang, Yi Wu
2024 — conf
Multi-Agent Vulnerability Discovery for Autonomous Driving Policy by Finding AV-Responsible Scenarios.
CASE
Ye Mu, Weilin Liu, Chao Yu, Xuefei Ning, Zhong Cao, Zelai Xu, Shuang Liang, Huazhong Yang, Yu Wang
2023 J jnl
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning.
CoRR
Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu
2023 A conf
Fictitious Cross-Play: Learning Global Nash Equilibrium in Mixed Cooperative-Competitive Games.
AAMAS
Zelai Xu, Yancheng Liang, Chao Yu, Yu Wang, Yi Wu
2023 J jnl
Fictitious Cross-Play: Learning Global Nash Equilibrium in Mixed Cooperative-Competitive Games.
CoRR
Zelai Xu, Yancheng Liang, Chao Yu, Yu Wang, Yi Wu
2023 J jnl
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.
CoRR
Zelai Xu, Chao Yu, Fei Fang, Yu Wang, Yi Wu
2022 J jnl
An arbitrary Lagrangian-Eulerian method for simulating interfacial dynamics between a hydrogel and a fluid.
J. Comput. Phys.
Lei Li, Jiaqi Zhang, Zelai Xu, Yuan-Nan Young, James J. Feng, Pengtao Yue
2022 A* conf
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning.
ICML
Wei Fu, Chao Yu, Zelai Xu, Jiaqi Yang, Yi Wu
2022 J jnl
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning.
CoRR
Wei Fu, Chao Yu, Zelai Xu, Jiaqi Yang, Yi Wu
2022 A conf
Texture BERT for Cross-modal Texture Image Retrieval.
CIKM
Zelai Xu, Tan Yu, Ping Li