Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay

Thomas M. McDonald, Lucas Maystre, Mounia Lalmas +2

Recommender systems are a ubiquitous feature of online platforms. Increasingly, they are explicitly tasked with increasing users' long-term satisfaction. In this context, we study…