Transformation of partially observable Markov decision processes into piecewise linear ones

DOI10.1016/0022-247X(83)90096-3zbMath0521.90101MaRDI QIDQ1055694

Katsushige Sawaki

Publication date: 1983

Published in: Journal of Mathematical Analysis and Applications (Search for Journal in Brave)

zbMATH Keywords

partially observable Markov decision processestransformed modelexpected discounted total cost criterionpiecewise linear Markov decision process

Mathematics Subject Classification ID

Markov and semi-Markov decision processes (90C40)

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On the computation of the optimal cost function for discrete time Markov models with partial observations ⋮ Optimal cost and policy for a Markovian replacement problem

Cites Work

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• The Optimal Control of Partially Observable Markov Processes over a Finite Horizon
• Discounted Dynamic Programming
• Contraction Mappings in the Theory Underlying Dynamic Programming
• Discrete-Time Markovian Decision Processes with Incomplete State Observation