QuACK: A Multipurpose Queuing Algorithm for Cooperative $k$-Armed Bandits

Benjamin Howson, Sarah Filippi, Ciara Pike-Burke

We study the cooperative stochastic $k$-armed bandit problem, where a network of $m$ agents collaborate to find the optimal action. In contrast to most prior work on this problem,…