Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency

Unlike the classic utility maximizers who maximize their quasi-linear utility given by the difference between value and payment, value maximizers maximize the total value subject to a return-on-spend (RoS) constraint [Balseiro et al., 2021b].