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Yisen Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yisen Wang
18
papers ·
124
citations ·
30
h-index
PLA Information Engineering University · Southwestern University of Finance and Economics · China University of Mining and Technology · Zhejiang Medicine (China)
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Most-cited papers
Improving Generalization of Deep Reinforcement Learning-based TSP Solvers
2021 · 13 citations
Generalization in Deep RL for TSP Problems via Equivariance and Local Search
2021 · 6 citations
LANPO: Bootstrapping Language and Numerical Feedback for Reinforcement Learning in LLMs
2025
Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning
2025
G1: Teaching LLMs to Reason on Graphs with Reinforcement Learning
2025
Towards Control-Centric Representations in Reinforcement Learning from Images
2023
Top co-authors
Ang Li
· 2
Paul Weng
· 2
Shaochen Han
· 2
Stefanie Jegelka
· 2
Yifei Wang
· 2
Zhihang Yuan
· 2
Ang Li
· 1
Chen Liu
· 1
Hongyu Zang
· 1
Mingzhong Wang
· 1
Shouda Liu
· 1
Wenbin Ouyang
· 1
Topics
Model-Based RL
Exploration
RLHF & Alignment
Meta-RL
Policy Gradient
Value-Based
Safe RL
Game AI