19 citations · 21 across the 10 of their papers we have counts for
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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…
cs.GT2020★ 1 cited
Monte Carlo Tree Search guided by Symbolic Advice for MDPs
Damien Busatto-Gaston, Debraj Chakraborty, Jean-Francois Raskin
In this paper, we consider the online computation of a strategy that aims at optimizing the expected average reward in a Markov decision process. The strategy is computed with a re…