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:
Mar. 03, 2026
Filed:
Jul. 01, 2021
Toyota Research Institute, Inc., Los Altos, CA (US);
Kent Lyons, Los Altos, CA (US);
Charlene C. Wu, San Francisco, CA (US);
Matthew Lee, Mountain View, CA (US);
Rumen Iliev, Millbrae, CA (US);
Yanxia Zhang, Foster City, CA (US);
Yue Weng, San Mateo, CA (US);
Toyota Research Institute, Inc., Los Altos, CA (US);
Abstract
A system and method for configuring a device includes using a machine learning model to generate a user behavior model based on user behavior data. The user behavior data may include time series data collected from user interactions with a first device, and the machine learning model may include a classification model configured to classify the user behavior data into the one or more classifications. A mapping may be created by training a machine learning model, using user behavior models from a plurality of users and device settings from the plurality of users, to identify one or more relationships between device settings and classifications of the user behavior data. The system and method configures one or more settings of a second device based on the user behavior model and the mapping.