Structural properties for contracting state partially observable Markov decision processes (Q1341117)
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scientific article; zbMATH DE number 706467
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Structural properties for contracting state partially observable Markov decision processes |
scientific article; zbMATH DE number 706467 |
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Structural properties for contracting state partially observable Markov decision processes (English)
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18 January 1996
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The paper studies a partially observable discrete time discounted Markov decision process with finite state, action, and observation sets. The author expands the set of prior probabilities and formulates an optimal equation. Under various conditions, he studies value iteration algorithms, bounds for solutions, and monotonity of optimal policies.
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partially observable discrete time discounted Markov decision process
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finite state, action, and observation sets
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value iteration
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