Preference-centric Bandits: Optimality of Mixtures and Regret-efficient Algorithms

Meltem Tatlı, Arpan Mukherjee, Prashanth L. A. +2

The objective of canonical multi-armed bandits is to identify and repeatedly select an arm with the largest reward, often in the form of the expected value of the arm's probability…