Set-Valued Policy Learning

Laura Fuentes-Vicente, Mathieu Even, Gaëlle Dormion +3

Conventional treatment policies map patient covariates to a single recommended intervention in order to maximize expected clinical outcomes. However, when multiple treatments yield…