Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition

Paul Festor, Giulia Luise, Matthieu Komorowski +1

Reinforcement Learning (RL) is emerging as tool for tackling complex control and decision-making problems. However, in high-risk environments such as healthcare, manufacturing, aut…