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:
Aug. 25, 2026
Filed:
Oct. 10, 2023
Toyota Research Institute, Inc., Los Altos, CA (US);
Georgia Tech Research Corporation, Atlanta, GA (US);
Andrew P. Best, Sunnyvale, CA (US);
Mariah L. Schrum, Atlanta, GA (US);
Matthew C. Gombolay, Atlanta, GA (US);
TOYOTA RESEARCH INSTITUTE, INC., Los Altos, CA (US);
GEORGIA TECH RESEARCH CORPORATION, Atlanta, GA (US);
TOYOTA JIDOSHA KABUSHIKI KAISHA, Toyota, JP;
Abstract
Systems and methods are provided for personalizing autonomous driving. The system can receive historical data on a driver of the vehicle's performance and population data indicating a population driving style. Speed data can be recorded as the driver of the vehicle drives the vehicle during a trial period. The historical data, population data, and speed data can be input into a machine learning model to determine a style for the driver. The system can receive one or more parameters from the machine learning model indicating the style. These parameters can be applied to the vehicle's automated driving system.