Patent ID: 11878714
Assignee: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED
Field: Transport (Mechanical engineering)
Classification: CPC B  G | IPC B  G

Claim 0:
1. A computer-implemented method for modifying a self-driving model configured to operate a vehicle, the method comprising:
computing one or more values for a psychological metric of a user of the vehicle based on first sensor data that is associated with the user, and is acquired while a self-driving application implementing the self-driving model operates the vehicle;
comparing the one or more values for the psychological metric with a first threshold for a first description to determine that the first description has been satisfied at a first time, wherein the first threshold is generated from data stored in a historical database;
comparing the one or more values for the psychological metric with a second threshold for the first description to determine that the first description is no longer satisfied at a second time, wherein the second threshold is different from the first threshold;
comparing the one or more values for the psychological metric with the second threshold for the first description to determine a third time at which the psychological metric exceeded the second threshold, wherein the third time precedes the first time and the second time;
identifying a defined time period between the third time and the second time;
generating a first labeled dataset for the user, the first labeled dataset including (i) the first description, (ii) second sensor data that is associated with the vehicle and is acquired over the defined time period, and (iii) a self-driving action performed by the vehicle during the defined time period;
adding the first labeled dataset to a training database to generate an updated training database; and
re-training the self-driving model using the updated training database to generate a modified self-driving model.