Thompson Sampling Algorithms for Cascading Bandits

Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan

Motivated by the pressing need for efficient optimization in online recommender systems, we revisit the cascading bandit model proposed by Kveton et al. (2015). While Thompson samp…