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Shuai Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shuai Wang
185
papers ·
344
citations ·
0
h-index
Qinghai University · Jinan University · Henan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning
2023 · 11 citations
Knowledge-Guided Exploration in Deep Reinforcement Learning
2022 · 2 citations
Baichuan-M2: Scaling Medical Capability with Large Verifier System
2025 · 1 citations
Train Less, Learn More: Adaptive Efficient Rollout Optimization for Group-Based Reinforcement Learning
2026
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
2026
Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation
2025
Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models
2025
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
2025
MDPFuzz: Testing Models Solving Markov Decision Processes
2021
Top co-authors
Qi Zhu
· 2
Zhen Han
· 2
Alois Knoll
· 1
Bing Liu
· 1
Chenyu Yang
· 1
Chenzheng Zhu
· 1
Chong Liu
· 1
Costas Mavromatis
· 1
Da Pan
· 1
Dingmin Wang
· 1
Dong Li
· 1
Dong Yu
· 1
Topics
Model-Based RL
Policy Gradient
RLHF & Alignment
cs.AI
Value-Based
Multi-Agent
Safe RL
Exploration
cs.LG
cs.CL