Partially observable markov decision process including...

Details Partially observable markov decision process including... Partially observable markov decision process including...

2011-02-01

2011-02-01

Sparks, Donald (Department: 2129)

Data processing: artificial intelligence

Machine learning

Reexamination Certificate

active

07882047

ABSTRACT:
Disclosed herein is an information-processing apparatus for constructing an information analysis processing configuration to be applied to information analysis processing in an observation domain including an uncertainty. The information-processing apparatus includes a data processing unit for: taking a Partially Observable Markov Decision Process as a basic configuration; taking each of elements included in every information space defined in the Partially Observable Markov Decision Process as a unit; analyzing relations between the elements; and constructing an Factored Partially Observable Markov Decision Process, which is a Partially Observable Markov Decision Process including the relations between the elements, on the basis of results of the analysis.

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