Utility-based Dueling Bandits as a Partial Monitoring Game

Pratik Gajane, Tanguy Urvoy

Partial monitoring is a generic framework for sequential decision-making with incomplete feedback. It encompasses a wide class of problems such as dueling bandits, learning with ex…