A single algorithm for both restless and rested rotting bandits

Julien Seznec, Pierre Ménard, Alessandro Lazaric +1

In many application domains (e.g., recommender systems, intelligent tutoring systems), the rewards associated to the actions tend to decrease over time. This decay is either caused…