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MDAI
2005
Springer

Perceptive Evaluation for the Optimal Discounted Reward in Markov Decision Processes

10 years 15 days ago
Perceptive Evaluation for the Optimal Discounted Reward in Markov Decision Processes
We formulate a fuzzy perceptive model for Markov decision processes with discounted payoff in which the perception for transition probabilities is described by fuzzy sets. Our aim is to evaluate the optimal expected reward, which is called a fuzzy perceptive value, based on the perceptive analysis. It is characterized and calculated by a certain fuzzy relation. A machine maintenance problem is discussed as a numerical example. Keywords : Fuzzy perceptive model, Markov decision process, fuzzy perceptive reward, optimal policy function.
Masami Kurano, Masami Yasuda, Jun-ichi Nakagami, Y
Added 28 Jun 2010
Updated 28 Jun 2010
Type Conference
Year 2005
Where MDAI
Authors Masami Kurano, Masami Yasuda, Jun-ichi Nakagami, Yuji Yoshida
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