System for customizing the operation of a self-driving motor vehicle
Disclosed are methods and a system for customizing operation of a self-driving motor vehicle according to operation behaviors preferred by an individual passenger wherever needed, promising to provide an experience as if the self-driving motor vehicle is driven by the mind of the passenger the first time it operates on a public roadway.
1. A method of self-driving motor vehicle operation, comprising a self-driving motor vehicle performing the steps of:
acquiring a user profile data set;
acquiring a first data set of a rider of data of a plurality of scenarios and data of an operation behavior preferred by the rider in each of the plurality of scenarios prior to the self-driving motor vehicle carrying a passenger in a drive;
finding a match between a current driving scenario and a scenario in the first data set and executing an operation in the current driving scenario according to an operation behavior in the scenario in the first data set when the match is found;
generating one or more non-rider-specific operation behaviors of the self-driving motor vehicle when the match is not found;
estimating a probability value for the rider to choose each of the non-rider-specific operation behaviors referencing data of the rider in the user profile data set, and
executing the operation according to the non-rider-specific operation behavior having the largest probability value.
2. The method of claim 1 , wherein the acquiring the first data set of the rider comprises the steps of: identifying the rider; presenting to the rider the plurality of scenarios in a training collection and the one or more operation behaviors of the self-driving vehicle in the plurality of scenarios in the training collection of data; informing the rider of responsibilities for consequences of each of the operation behaviors in the plurality of scenarios in the training collection of data; obtaining a choice from the rider of one of the operation behaviors in each of the plurality of scenarios of the training collection data to form a scenario-user-choice pair of the respective scenario and the respective rider preferred operation behavior; storing the scenario-user-choice pair in the first data set; or receiving previously acquired scenario-user-choice pairs of into the first data set.
3. The method of claim 1 , further comprising: using the first data set as a qualification for the self-driving motor vehicle to obtain a driving license or driving permit valid for the rider to purchase or use services of the self-driving motor vehicle.