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Shenzhi Wang — most-cited papers & profile · Reinforcement Learning
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Shenzhi Wang
6
papers ·
13
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance
2023 · 9 citations
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning
2023 · 2 citations
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
2025 · 1 citations
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
2025 · 1 citations
Boosting Offline Reinforcement Learning with Action Preference Query
2023
Top co-authors
Gao Huang
· 5
Qisen Yang
· 3
Shiji Song
· 3
Matthieu Gaetan Lin
· 2
Yang Yue
· 2
Andrew Zhao
· 1
Andrew Zhao
· 1
An Yang
· 1
Bowen Yu
· 1
Chang Gao
· 1
Chujie Zheng
· 1
Hao Chen
· 1
Topics
Model-Based RL
Offline RL
Policy Gradient
RLHF & Alignment
Safe RL
Exploration
Meta-RL
Value-Based