Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review.

RL has great potential for enhancing decision making in critical care. Challenges regarding RL system design, evaluation metrics, and model choice exist. More importantly, further work is required to validate RL in authentic clinical environments.