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Wenqi Shi — most-cited papers & profile · Reinforcement Learning

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Wenqi Shi

7 papers · 8 citations · 19 h-index

Sun Yat-sen University · Southwestern Medical Center · Third Affiliated Hospital of Sun Yat-sen University · Southwestern Medical Center · The University of Texas Southwestern Medical Center

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Most-cited papers

Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
2025
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards
2025
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
2025
WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning
2025

Top co-authors

Yuchen Zhuang · 3 Carl Yang · 2 Hanrui Wang · 2 Ran Xu · 2 Yue Yu · 2 Aaron Tu · 1 Amin Saberi · 1 Bing Hu · 1 Chao Zhang · 1 Charles Fleming · 1 Di Jin · 1 Di Jin · 1

Topics

Model-Based RL RLHF & Alignment Multi-Agent Value-Based Policy Gradient Safe RL Offline RL