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Yanxun Xu — most-cited papers & profile · Reinforcement Learning
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Yanxun Xu
4
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes
2022 · 6 citations
POLAR: A Pessimistic Model-based Policy Learning Algorithm for Dynamic Treatment Regimes
2025
A Policy Gradient Method for Confounded POMDPs
2023
MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning
2024
Top co-authors
Zhengling Qi
· 3
Mao Hong
· 1
Mao Hong
· 1
Michael R. Kosorok
· 1
Ruijia Zhang
· 1
Xiangyu Zhang
· 1
Yue Wu
· 1
Yue Wu
· 1
Zhaoran Wang
· 1
Zhiyue Zhang
· 1
Zhuoran Yang
· 1
Zuyue Fu
· 1
Topics
Offline RL
Model-Based RL
Policy Gradient
Value-Based