A pragmatic policy learning approach to account for users' fatigue in repeated auctions

Benjamin Heymann, Rémi Chan--Renous-Legoubin, Alexandre Gilotte

Online advertising banners are sold in real-time through auctions.Typically, the more banners a user is shown, the smaller the marginalvalue of the next banner for this user is. Th…