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cs.GT2023

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…