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:
Jun. 11, 2024

Filed:

Jul. 08, 2020
Applicant:

Konica Minolta, Inc., Tokyo, JP;

Inventors:

Tomohiro Kiriyama, Kouhu, JP;

Koichi Saito, Toyohashi, JP;

Shun Sugai, Hino, JP;

Kazuhiko Kowase, Toyokawa, JP;

Naoshi Kashiwagura, Toyohashi, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 1/00 (2006.01); G05B 13/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04N 1/0061 (2013.01); G05B 13/047 (2013.01); G06N 20/00 (2019.01); H04N 1/00082 (2013.01); H04N 2201/0094 (2013.01);
Abstract

A machine learning device learns an action of a driving source in a transport device continuously transporting at least two transported objects along a transport path, and includes: a hardware processor that: acquires position information of the at least two transported objects on the transport path on the basis of a result of detection by a sensor provided in the transport path; calculates a reward on the basis of the position information acquired, according to a predetermined rule; learns an action by calculating an action value in reinforcement learning on the basis of the position information acquired and the reward calculated; and generates and outputs control information that causes the driving source to perform an action determined on the basis of a learning result.


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