A new parallelized of hierarchical value iteration algorithm for discounted Markov decision processes

DOI10.3934/DCDSS.2022189MaRDI QIDQ6657904

M. Nachaoui, Sanae Chafik, Cherki Daoui

Publication date: 7 January 2025

Published in: Discrete and Continuous Dynamical Systems. Series S (Search for Journal in Brave)

zbMATH Keywords

parallel computingMarkov decision processmessage passing interfacesequentialbig-datavalue iteration algorithm

Mathematics Subject Classification ID

Theory of computing (68Qxx)

Cites Work

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• Markov decision processes in practice
• Exact decomposition approaches for Markov decision processes: a survey
• Hierarchical algorithms for discounted and weighted Markov decision processes
• Markov decision processes with their applications
• Parallel solvers for the depletion region identification in metal semiconductor field effect transistors
• Complexity of finite-horizon Markov decision process problems
• The Complexity of Markov Decision Processes
• A Markov decision model with dead ends for operating room planning considering dynamic patient priority
• Numerical solution for the performance characteristics of the M/M/C/K retrial queue with negative customers and exponential abandonments by using value extrapolation method

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