Matthieu Komorowski

Discordance between actual care and recommendations by a reinforcement learning model for sepsis

Fluid and vasopressor management of sepsis requires a complex set of sequential treatment decisions tailored to individual responses. We examined the frequency and implications of disagreement between reinforcement-learning (RL), using the AI Clinician as a test example, and actu...