Set-based value operators for non-stationary and uncertain Markov decision processes

DOI10.1016/j.automatica.2024.111970MaRDI QIDQ6659261

Pierre-Loïc Garoche, Assalé Adjé, Sarah H. Q. Li, Behçet Açıkmeşe

Publication date: 8 January 2025

Published in: Automatica (Search for Journal in Brave)

zbMATH Keywords

decision makingstochastic controlMarkov decision processautonomycontraction operator

Mathematics Subject Classification ID

Systems theory; control (93-XX)

Cites Work

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• Bounded-parameter Markov decision processes
• Bounding fixed points of set-based Bellman operator and Nash equilibria of stochastic games
• Robust MDPs with k-Rectangular Uncertainty
• Distributionally Robust Counterpart in Markov Decision Processes
• Robust Markov Decision Processes
• Robust Control of Markov Decision Processes with Uncertain Transition Matrices
• Robust Dynamic Programming
• Zur Theorie der Gesellschaftsspiele.

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