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. 03, 2024

Filed:

Oct. 19, 2020
Applicant:

Apex Ai Industries, Llc, Centreville, VA (US);

Inventor:

Kenneth Austin Abeloe, Carlsbad, CA (US);

Assignee:

Apex AI Industries, LLC, Centreville, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); B64C 39/02 (2023.01); G05B 13/02 (2006.01); G05D 1/00 (2006.01); G06F 21/55 (2013.01); G06N 3/045 (2023.01); G06V 10/74 (2022.01); G06V 10/764 (2022.01); H04L 9/00 (2022.01); H04L 9/30 (2006.01); G06N 5/046 (2023.01);
U.S. Cl.
CPC ...
H04L 9/008 (2013.01); B64C 39/024 (2013.01); G05B 13/024 (2013.01); G05B 13/027 (2013.01); G05D 1/0287 (2013.01); G06F 21/55 (2013.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01); G06V 10/761 (2022.01); G06V 10/764 (2022.01); H04L 9/302 (2013.01); B64U 2201/20 (2023.01); G06N 5/046 (2013.01);
Abstract

Methods and systems that allow neural network systems to control adaptively groups of automated machines to achieve a common goal. In particular, a number of automated machines can be divided into multiple groups. Each group having one or more automated machines, and the automated machines belong to each group is to use an identical neural network (that is, having the same neural network structure and the same set of coefficients). As the groups of automated machines operate to achieve the common goal, some groups may perform better compared with other groups. If so, the neural network of the better performing group is copied to automated machines in other groups to ensure more automated machines also improve the results in achieving the common goal.


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