The Impact of Batch Learning in Stochastic Bandits

Danil Provodin, Pratik Gajane, Mykola Pechenizkiy +1

We consider a special case of bandit problems, namely batched bandits. Motivated by natural restrictions of recommender systems and e-commerce platforms, we assume that a learning…