Policy learning under constraint: Maximizing a primary outcome while controlling an adverse event

Laura Fuentes-Vicente, Mathieu Even, Gaelle Dormion +2

A medical policy aims to support decision-making by mapping patient characteristics to individualized treatment recommendations. Standard approaches typically optimize a single out…