Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts

Giulia Romano, Andrea Agostini, Francesco Trovò +2

There is a rising interest in industrial online applications where data becomes available sequentially. Inspired by the recommendation of playlists to users where their preferences…