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…