Best Arm Identification for Contaminated Bandits

Jason Altschuler, Victor-Emmanuel Brunel, Alan Malek

This paper studies active learning in the context of robust statistics. Specifically, we propose a variant of the Best Arm Identification problem for \emph{contaminated bandits}, w…