Scholar
Zelai Xu
Google Scholar ID: 3JjcAnoAAAAJ
PhD Student, Tsinghua University
Language Agent
Reinforcenment Learning
Multi-Agent System
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Citations & Impact
All-time
Citations
240
H-index
5
i10-index
4
Publications
14
Co-authors
4
list available
Contact
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GitHub
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Publications
13 items
MAGE: Meta-Reinforcement Learning for Language Agents toward Strategic Exploration and Exploitation
2026
Cited
0
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning
2026
Cited
0
Extending Test-Time Scaling: A 3D Perspective with Context, Batch, and Turn
2025
Cited
0
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
2025
Cited
0
EARL: Efficient Agentic Reinforcement Learning Systems for Large Language Models
2025
Cited
0
Robust Preference Optimization: Aligning Language Models with Noisy Preference Feedback
2025
Cited
0
VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments
2025
Cited
0
Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning
2025
Cited
0
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Resume (English only)
Academic Achievements
Published multiple papers in top-tier venues including JMLR, ICML, NeurIPS, AAAI, AAMAS, and CoRL
Notable works include: 'Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play' (JMLR 2025)
'Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization' (ICML 2025)
'VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play' (NeurIPS 2025)
'Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game' (ICML 2024)
'Fictitious Cross-Play: Learning Global Nash Equilibrium in Mixed Cooperative-Competitive Games' (AAMAS 2023)
Contributed to the MA-Alg series of multi-agent algorithms
Co-authors
4 total
Yi Wu
Institute for Interdisciplinary Information Sciences, Tsinghua University
Chao Yu(于超)
Tsinghua University
Yu Wang (汪玉)
Department of Electronic Engineering, Tsinghua University, China
Fei Fang
Carnegie Mellon University
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