Emulating the Expert: Inverse Optimization through Online Learning

Andreas Bärmann, Sebastian Pokutta, Oskar Schneider

Abstract: In this paper, we demonstrate how to learn the objective function of a decision maker while only observing the problem input data and the decision maker’s corresponding decisions over multiple roun...