Robust Reinforcement Learning for Dynamic Treatment Regimes under Model and Measurement Uncertainty

Chengze Xie, Xuan Wang, Ying Ding +2

We develop a robust reinforcement learning (RL) framework for learning adaptive treatment policies that generalize across patients and remain reliable under errors in the measured…