Simple Regret Minimization for Contextual Bandits

Aniket Anand Deshmukh, Srinagesh Sharma, James W. Cutler +2

There are two variants of the classical multi-armed bandit (MAB) problem that have received considerable attention from machine learning researchers in recent years: contextual ban…