Deep Upper Confidence Bound Algorithm for Contextual Bandit Ranking of Information Selection

Michael Rawson, Jade Freeman

Contextual multi-armed bandits (CMAB) have been widely used for learning to filter and prioritize information according to a user's interest. In this work, we analyze top-K ranking…