Tag: polar

POLAR: A Pessimistic Model-based Policy Learning Algorithm for Dynamic Treatment Regimes arXiv:2506.20406v1 Announce Type: new Abstract: 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 trajectories, such as healthcare, education, and digital interventions. However, existing statistical methods often rely on…