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:
Nov. 19, 2024

Filed:

Sep. 12, 2021
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventor:

Charles Denison, San Mateo, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
A63F 13/533 (2014.01); A63F 13/67 (2014.01); A63F 13/79 (2014.01); A63F 13/822 (2014.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
A63F 13/533 (2014.09); A63F 13/67 (2014.09); A63F 13/79 (2014.09); A63F 13/822 (2014.09); G06N 20/00 (2019.01);
Abstract

A machine learning (ML) model is used to identify successful outcomes in computer games based on aggregated game metadata including activity, mechanics, actors, statistics, and zones or locations. A strategy includes how a player over time used a character (actor) to employ one or more mechanics (weapons, vehicles) to execute various activities in various zones or locations in a computer game, with strategies being graded for success. Good strategies are then surfaced to subsequent players by, e.g., advising a player to seek a better location in a game, employ a different mechanic based on the game zone the player's character is in such as employ a different car or car configurations, employ a plane, a particular weapon, etc.


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