Confidence-Budget Matching for Sequential Budgeted Learning

Yonathan Efroni, Nadav Merlis, Aadirupa Saha, Shie Mannor

Abstract: A core element in decision-making under uncertainty is the feedback on the quality of the performed actions. However, in many applications, such feedback is restricted. For example, in recommendati...