18484022. SYSTEMS AND METHODS FOR PERSONALIZED AUTONOMOUS DRIVING (TOYOTA JIDOSHA KABUSHIKI KAISHA)
SYSTEMS AND METHODS FOR PERSONALIZED AUTONOMOUS DRIVING
Organization Name
TOYOTA JIDOSHA KABUSHIKI KAISHA
Inventor(s)
Andrew P. Best of Sunnyvale CA US
Mariah L. Schrum of Atlanta GA US
Matthew C. Gombolay of Atlanta GA US
SYSTEMS AND METHODS FOR PERSONALIZED AUTONOMOUS DRIVING
This abstract first appeared for US patent application 18484022 titled 'SYSTEMS AND METHODS FOR PERSONALIZED AUTONOMOUS DRIVING
Original Abstract Submitted
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.