Adversarial learning for revenue-maximizing auctions

Thomas Nedelec, Jules Baudet, Vianney Perchet +1

We introduce a new numerical framework to learn optimal bidding strategies in repeated auctions when the seller uses past bids to optimize her mechanism. Crucially, we do not assum…