Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer

Alexey Drutsa

Abstract: We study learning algorithms that optimize revenue in repeated contextual posted-price auctions where a seller interacts with a single strategic buyer that seeks to maximize his cumulative discount...