Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination

Arpan Mukherjee, Ali Tajer, Pin-Yu Chen +1

This paper investigates the problem of best arm identification in $\text{contaminated}$ stochastic multi-arm bandits. In this setting, the rewards obtained from any arm are repla…