Batched Thompson Sampling for Multi-Armed Bandits

Nikolai Karpov, Qin Zhang

We study Thompson Sampling algorithms for stochastic multi-armed bandits in the batched setting, in which we want to minimize the regret over a sequence of arm pulls using a small…