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:
Jun. 25, 2024
Filed:
May. 31, 2022
Sony Group Corporation, Tokyo, JP;
Sony Corporation of America, New York, NY (US);
Rory Douglas, Baltimore, MD (US);
Dion Whitehead, San Diego, CA (US);
Leon Barrett, Portland, OR (US);
Piyush Khandelwal, Austin, TX (US);
Thomas Walsh, Melrose, MA (US);
Samuel Barrett, Cambridge, MA (US);
Kaushik Subramanian, Metzingen, DE;
James MacGlashan, Riverside, RI (US);
Leilani Gilpin, Santa Cruz, CA (US);
Peter Wurman, Acton, MA (US);
SONY GROUP CORPORATION, Tokyo, JP;
Abstract
A user interface (UI), for analyzing model training runs, tracking and visualizing various aspects of machine learning experiments, can be used when training an artificial intelligent agent in, for example, a racing game environment. The UI can be web-based and can allow researchers to easily see the status of their experiments. The UI can include an experiment synchronized event viewer that can synchronizes visualizations, videos, and timeline/metrics graphs in the experiment. This viewer allows researchers to see how experiments unfold in great detail. The UI can further include experiment event annotations that can generate event annotations. These annotations can be displayed via the synchronized event viewer. The UI can be used to consider consolidated results across experiments and can further consider videos. For example, the UI can provide a reusable dashboard that can capture and compare metrics across multiple experiments.