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:
Jul. 04, 2023

Filed:

Jan. 30, 2019
Applicant:

Hitachi, Ltd., Tokyo, JP;

Inventors:

Shuai Zheng, San Jose, CA (US);

Chetan Gupta, San Mateo, CA (US);

Susumu Serita, San Jose, CA (US);

Assignee:

HITACHI, LTD., Tokyo, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/08 (2023.01); G05B 19/418 (2006.01);
U.S. Cl.
CPC ...
G05B 19/41865 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G05B 2219/32335 (2013.01); G05B 2219/34379 (2013.01); G05B 2219/40499 (2013.01);
Abstract

Example implementations described herein are directed to a system for manufacturing dispatching using reinforcement learning and transfer learning. The systems and methods described herein can be deployed in factories for manufacturing dispatching for reducing job-due related costs. In particular, example implementations described herein can be used to reduce massive data collection and reduce model training time, which can eventually improve dispatching efficiency and reduce factory cost.


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