Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization

In this paper, we propose BEACON - Batched Exploration with Adaptive COmmunicatioN - that closes this gap. BEACON accomplishes this goal with novel contributions in implicit communication and efficient exploration.