Bi-Objective Lexicographic Optimization in Markov Decision Processes with Related Objectives

Damien Busatto-Gaston, Debraj Chakraborty, Anirban Majumdar +3

We consider lexicographic bi-objective problems on Markov Decision Processes (MDPs), where we optimize one objective while guaranteeing optimality of another. We propose a two-stag…