Submodular Bandit Problem Under Multiple Constraints

Sho Takemori, Masahiro Sato, Takashi Sonoda, Janmajay Singh, Tomoko Ohkuma

Abstract: The linear submodular bandit problemwas proposedto simultaneously address diversified retrieval and online learning in a recommender system.If there is no uncertainty, this problem is equivalent to...