Learning Contextual Bandits in a Non-stationary Environment

Qingyun Wu, Naveen Iyer, Hongning Wang

Multi-armed bandit algorithms have become a reference solution for handling the explore/exploit dilemma in recommender systems, and many other important real-world problems, such a…