M. Mirian

Offline Reinforcement Learning for Out-of-Distribution ICU Sepsis Decision Support

Standard offline RL methods are evaluated on three severity-enriched OOD test mixtures from the MIMIC-III benchmark dataset to determine whether offline policies retain a stable, actionsensitive decision-support signal, and a secondary physiological stabilization analysis using an episode-level physiological stabilizat...