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.
Patent No.:
Date of Patent:
Nov. 03, 2020
Filed:
Mar. 11, 2020
Applicant:
Fanuc Corporation, Yamanashi, JP;
Inventor:
Mamoru Kubo, Yamanashi, JP;
Assignee:
FANUC CORPORATION, Yamanashi, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G03G 15/00 (2006.01); H04N 1/00 (2006.01); G06N 20/00 (2019.01); G06F 9/30 (2018.01); G06N 3/04 (2006.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04N 1/00437 (2013.01); G06F 9/30036 (2013.01); G06K 9/6256 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract
A machine learning device includes: a state observation unit that acquires a state vector sequence as a group of state vectors corresponding to a transition of operation screens responsive to a series of operations or change in a machine state; a training data acquisition unit that acquires training data containing input data and label data; and a learning unit that performs supervised machine learning using the training data to generate a learned model for predicting screen type data to be used next or on an occasion after the next by a user.