Detection Augmented Bandit Procedures for Piecewise Stationary MABs: A Modular Approach

Yu-Han Huang, Argyrios Gerogiannis, Subhonmesh Bose +1

Conventional Multi-Armed Bandit (MAB) algorithms are designed for stationary environments, where the reward distributions associated with the arms do not change with time. In many…