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. 28, 2022

Filed:

Mar. 17, 2017
Applicant:

Walmart Apollo, Llc, Bentonville, AR (US);

Inventors:

Donald High, Noel, MO (US);

Anton Valkov, San Francisco, CA (US);

ChandraShekar Natarajan, San Ramon, CA (US);

Mario Alberto Cornejo Barriere, Cupertino, CA (US);

Assignee:

Walmart Apollo, LLC, Bentonville, AR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/9537 (2019.01); G06Q 30/06 (2012.01); G06Q 10/08 (2012.01); G06F 16/955 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/955 (2019.01); G06F 16/9537 (2019.01); G06Q 10/087 (2013.01); G06Q 30/0631 (2013.01); G06Q 30/0633 (2013.01);
Abstract

Described in detail herein are systems and methods for network environment for a dynamic learning system for object matching and substitution using hand-held electronic devices. In exemplary embodiments, a hand-held electronic device may receive a request for physical objects of which a first physical object may be unavailable. The hand-held electronic device may transmit an identifier of the first physical object to a central computing system. The central computing system may query the database to retrieve data associated with the first physical object. The centrally computing system may attempt to match the first physical object to an available physical object based on dynamically learned matching behavior using the retrieved data. In response to matching data associated with one of the available physical objects to the data associated with the first physical object the central computing system may learn to replace the first physical object on the list with the one of the available physical objects based on dynamically learned matching behavior.


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