The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 20, 2022

Filed:

Sep. 19, 2019
Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventors:

Takuro Ikeda, Yokohama, JP;

Taizo Anan, Kawasaki, JP;

Eiji Kitagawa, Akashi, JP;

Vishal Sharma, Singapore, SG;

Assignee:

FUJITSU LIMITED, Kawasaki, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06N 5/04 (2006.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06K 9/6226 (2013.01); G06K 9/6231 (2013.01); G06K 9/6265 (2013.01);
Abstract

An action selection learning device includes a memory; and a processor coupled to the memory and configured to generate a reference model that is a set of model parameter vectors that indicate an influence level of each factor that influences selection of an action alternative, calculate a selection probability for each action alternative, for each of the model parameter vectors, calculate a model parameter vector for each user using a subset of model parameter vectors extracted from the reference model, based on the selection probability for each action alternative and a selection history of the action alternative by each user, generate the action alternatives based on the model parameter vector for each user, and transmit the generated action alternatives to a terminal device.


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