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20222025
most citedOffline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes

6 citations · 6 across the 3 of their papers we have counts for

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stat.ML2025

POLAR: A Pessimistic Model-based Policy Learning Algorithm for Dynamic Treatment Regimes

Ruijia Zhang, Xiangyu Zhang, Zhengling Qi +2

Dynamic treatment regimes (DTRs) provide a principled framework for optimizing sequential decision-making in domains where decisions must adapt over time in response to individual…