Top-m identification for linear bandits

Clémence Réda, Emilie Kaufmann, Andrée Delahaye-Duriez

Motivated by an application to drug repurposing, we propose the first algorithms to tackle the identification of the m $\ge$ 1 arms with largest means in a linear bandit model, in…