Evidential Markov Decision Processes

DOI10.1007/978-3-642-22152-1_29zbMath1341.68267OpenAlexW161694800MaRDI QIDQ3011957

Christophe Labreuche, Hélène Soubaras, P. Savéant

Publication date: 29 June 2011

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-22152-1_29

Mathematics Subject Classification ID

Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Reasoning under uncertainty in the context of artificial intelligence (68T37) Markov and semi-Markov decision processes (90C40) General considerations in statistical decision theory (62C05)

Cites Work

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• Multisensor triplet Markov chains and theory of evidence
• Bounded-parameter Markov decision processes
• Generalizing Markov decision processes to imprecise probabilities
• Belief functions induced by multimodal probability density functions, an application to the search and rescue problem
• An Evidential Measure of Risk in Evidential Markov Chains
• Subjective Probability and Expected Utility without Additivity
• Markovian Decision Processes with Uncertain Transition Probabilities
• Unsupervised restoration of hidden nonstationary Markov chains using evidential priors

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