Global Multi-armed Bandits with Hölder Continuity

Onur Atan, Cem Tekin, Mihaela van der Schaar

Abstract: Standard Multi-Armed Bandit (MAB) problems assume that the arms are independent. However, in many application scenarios, the information obtained by playing an arm provides information about the re...