Preselection Bandits

Viktor Bengs, Eyke Hüllermeier

Abstract: In this paper, we introduce the Preselection Bandit problem, in which the learner preselects a subset of arms (choice alternatives) for a user, which then chooses the final arm from this subset. Th...