Online Learning for Cooperative Multi-Player Multi-Armed Bandits

William Chang, Mehdi Jafarnia-Jahromi, Rahul Jain

We introduce a framework for decentralized online learning for multi-armed bandits (MAB) with multiple cooperative players. The reward obtained by the players in each round depends…