Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning

Gabe Schamberg, Marcus Badgeley, Emery N. Brown

Reinforcement Learning (RL) can be used to fit a mapping from patient state to a medication regimen. Prior studies have used deterministic and value-based tabular learning to learn…