Contextual Bandit with Herding Effects: Algorithms and Recommendation Applications

Luyue Xu, Liming Wang, Hong Xie +1

Contextual bandits serve as a fundamental algorithmic framework for optimizing recommendation decisions online. Though extensive attention has been paid to tailoring contextual ban…