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:
Apr. 16, 2019

Filed:

Sep. 19, 2016
Applicant:

Fanuc Corporation, Yamanashi, JP;

Inventor:

Daijirou Koga, Yamanashi, JP;

Assignee:

FANUC CORPORATION, Yamanashi, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/408 (2006.01); G05B 19/402 (2006.01); G05B 13/02 (2006.01); G05B 19/416 (2006.01); G06N 99/00 (2019.01);
U.S. Cl.
CPC ...
G05B 19/4083 (2013.01); G05B 13/0265 (2013.01); G05B 19/402 (2013.01); G05B 19/4163 (2013.01); G06N 99/005 (2013.01); G05B 2219/33056 (2013.01); G05B 2219/39295 (2013.01); G05B 2219/41367 (2013.01); G05B 2219/49061 (2013.01);
Abstract

A machine tool includes an operation evaluation section that evaluates an operation thereof and a machine learning device that performs the machine learning of a movement amount of an axis thereof. The machine learning device calculates a reward based on state data including the output of the operation evaluation section, performs the machine learning of the determination of the movement amount of the axis, and determines the movement amount of the axis based on a machine learning result and outputs the determined movement amount. The machine learning device performs the machine learning of the determination of the movement amount of the axis based on the determined movement amount of the axis, the acquired state data, and the calculated reward.


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