Improved Optimistic Algorithms for Logistic Bandits

Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq

Abstract: The generalized linear bandit framework has attracted a lot of attention in recent years by extending the well-understood linear setting and allowing to model richer reward structures. It notably c...