Univ. Lille, CNRS, Inria, Centrale Lille, UMR 9198-CRIStAL, F-59000 Lille, France
Dorian Baudry, Patrick Saux, Odalric-Ambrym Maillard
Multi-armed bandits;Stochastic Bandits;robustness;regret analysis
From Optimality to Robustness: Adaptive Re-Sampling Strategies in Stochastic Bandits