Generic Exploration and K-armed Voting Bandits

Tanguy Urvoy, Fabrice Clérot, Raphaël Féraud, Sami Naamane

Abstract: We study a stochastic online learning scheme with partial feedback where the utility of decisions is only observable through an estimation of the environment parameters. We propose a generic pure-e...