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Minshuo Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Minshuo Chen
10
papers ·
26
citations ·
12
h-index
Princeton University · Beihang University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement
2023 · 2 citations
Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks
2022 · 1 citations
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
2023 · 1 citations
Sample Complexity of Neural Policy Mirror Descent for Policy Optimization on Low-Dimensional Manifolds
2023 · 1 citations
Efficient Reinforcement Learning with Impaired Observability: Learning to Act with Delayed and Missing State Observations
2023
Sample Complexity of Preference-Based Nonparametric Off-Policy Evaluation with Deep Networks
2023
Top co-authors
Mengdi Wang
· 6
Xiang Ji
· 3
Tuo Zhao
· 2
Caiming Xiong
· 1
Chengzhuo Ni
· 1
Huan Wang
· 1
Hui Yuan
· 1
H. Vincent Poor
· 1
Jiacheng Guo
· 1
Jie Meng
· 1
Kaixuan Huang
· 1
Yinyu Ye
· 1
Topics
Model-Based RL
Offline RL
Value-Based
RLHF & Alignment
Exploration
Game AI
Policy Gradient