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Wenqi Shi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Wenqi Shi
20
papers ·
107
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
MEDVISTAGYM: A Scalable Training Environment for Thinking with Medical Images via Tool-Integrated Reinforcement Learning
2026
Scaling Medical Reasoning Verification via Tool-Integrated Reinforcement Learning
2026
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
AsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training
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
Autonomous Soft Tissue Retraction Using Demonstration-Guided Reinforcement Learning
2023
Top co-authors
Yuchen Zhuang
· 5
Guanghua Xiao
· 3
Yang Xie
· 3
Carl Yang
· 2
Charles Fleming
· 2
Di Jin
· 2
Hanrui Wang
· 2
Meng Lu
· 2
Ran Xu
· 2
Xiangru Tang
· 2
Xuan Wang
· 2
Yue Yu
· 2
Topics
cs.AI
Model-Based RL
RLHF & Alignment
cs.CV
cs.CL
Policy Gradient
Value-Based
cs.LG
Multi-Agent
Offline RL