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.
Patent No.:
Date of Patent:
Jan. 31, 2023
Filed:
Mar. 31, 2020
Method and system for automatic and interactive model training using domain knowledge in video games
Electronic Arts Inc., Redwood City, CA (US);
Reza Pourabolghasem, San Mateo, CA (US);
Meredith Trotter, San Francisco, CA (US);
Sundeep Narravula, Saratoga, CA (US);
Navid Aghdaie, San Jose, CA (US);
Kazi Zaman, Foster City, CA (US);
ELECTRONIC ARTS INC., Redwood City, CA (US);
Abstract
A computer-implemented method is provided of allowing a user to automatically transform domain knowledge into a machine learning model to be used in real-time operation of video games. The method comprises providing a user interface which allows a user to define domain knowledge relating to a video game by specifying one or more labeling functions; transforming the labeling functions into executable code; labeling raw data relating to the video game using the executable code to obtain labeled data; and applying an automated machine learning module to the labeled data to obtain a machine learning model.