Distributed Algorithms for Multi-Agent Multi-Armed Bandits with Collision

Daoyuan Zhou, Xuchuang Wang, Lin Yang +1

We study the stochastic Multiplayer Multi-Armed Bandit (MMAB) problem, where multiple players select arms to maximize their cumulative rewards. Collisions occur when two or more pl…