Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions

Negin Golrezaei, Adel Javanmard, Vahab S. Mirrokni

Abstract: In many practical settings, the decision makers have to learn their best actions by experimenting with possible options and collecting feedback (data) over time. It is often assumed that the collec...