Near-Optimal MNL Bandits Under Risk Criteria

Guangyu Xi, Chao Tao, Yuan Zhou

We study MNL bandits, which is a variant of the traditional multi-armed bandit problem, under risk criteria. Unlike the ordinary expected revenue, risk criteria are more general go…