Online Learning from Optimal Actions

Omar Besbes, Yuri Fonseca, Ilan Lobel

Abstract: We study the problem of online contextual optimization where, at each period, instead of observing the loss, we observe, after-the-fact, the optimal action an oracle with full knowledge of the obje...