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:
Oct. 01, 2024

Filed:

Jul. 19, 2021
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventors:

Javier Fernandez Rico, San Mateo, CA (US);

Michael Taylor, San Mateo, CA (US);

Glenn Black, San Mateo, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A63F 13/00 (2014.01); A63F 13/67 (2014.01); A63F 13/798 (2014.01); G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
A63F 13/67 (2014.09); A63F 13/798 (2014.09); G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06N 3/08 (2013.01);
Abstract

A method is provided, including: recording gameplay data from a first session of a video game, the first session defined for interactive gameplay of a user; training a machine learning model using the gameplay data, wherein the training causes the machine learning model to imitate the interactive gameplay of the user; after the training, determining a classification of the machine learning model by exposing the machine learning model to one or more scenarios of the video game, and evaluating actions of the machine learning model in response to the one or more scenarios; and, using the classification of the machine learning model to provide a coaching recommendation to the user.


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