Learning vs. Optimizing Bidders in Budgeted Auctions

Giannis Fikioris, Balasubramanian Sivan, Éva Tardos

The study of repeated interactions between a learner and a utility-maximizing optimizer has yielded deep insights into the manipulability of learning algorithms. However, existing…