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Michael R. Kosorok — most-cited papers & profile · Reinforcement Learning
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Michael R. Kosorok
6
papers ·
6
citations
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Semantic Scholar ↗
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Most-cited papers
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes
2022 · 6 citations
Provable Offline Reinforcement Learning for Structured Cyclic MDPs
2026
Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning
2016
Revisiting Bellman Errors for Offline Model Selection
2023
Off-Policy Reinforcement Learning with High Dimensional Reward
2024
Top co-authors
Angelica Cristello Sarteau
· 1
Anna R. Kahkoska
· 1
Daniel de Marchi
· 1
Daniel J. Luckett
· 1
David M. Maahs
· 1
D. N. LEE
· 1
Elizabeth Mayer-Davis
· 1
Eric B. Laber
· 1
Joshua P. Zitovsky
· 1
Kyungbok Lee
· 1
Rishabh Agarwal
· 1
Yanxun Xu
· 1
Topics
Offline RL
Model-Based RL
Value-Based
Policy Gradient
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