Zelai Xu - RankMe

28 papers A* 4A 2Journal 21Unranked 1

Year	Rank	Type	Title / 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