Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits

Vladimir Braverman, Chen Wang, Liudeng Wang +1

Motivated by the recency effect in online learning, we study algorithms for single-pass *sliding-window streaming multi-armed bandits (MABs)* in this paper. In this setting, we are…