Decentralized Exploration in Multi-Armed Bandits

Raphaël Féraud, Réda Alami, Romain Laroche

Abstract: We consider the decentralized exploration problem: a set of players collaborate to identify the best arm by asynchronously interacting with the same stochastic environment. The objective is to insu...