US 2025/0018962 A1 · AUTONOMOUS DRIVING ALGORITHM EVALUATION AND IMPLEMENTATION

Abstract

Methods and systems for autonomous driving algorithm evaluation are described herein. A computing device may receive, via telematics sensors associated with a vehicle, telematics data corresponding to one or more trips taken by the vehicle during a period of time. Portions of the telematics data corresponding to use of an autonomous driving algorithm may be determined. One or more performance metrics of the autonomous driving algorithm may be determined based on the portions of the telematics data corresponding to use of the autonomous driving algorithm. The one or more performance metrics may be compared to one or more other performance metrics, such as those corresponding to other autonomous driving algorithms. An autonomous vehicle score may be assigned to the autonomous driving algorithm. Based on the autonomous vehicle score, an indication of a second autonomous driving algorithm may be sent to the vehicle.

Claims20

Dependent claims

A method comprising:

receiving, by a computing device and via telemetry sensors associated with a vehicle, telematics data captured while the vehicle used a first autonomous driving algorithm;
determining, based on the telematics data, a first vehicle performance level associated with the first autonomous driving algorithm;
and
after determining that the first vehicle performance level is below a threshold performance level and that a second autonomous driving algorithm associated with a second vehicle performance level that is higher than the first vehicle performance level is available for the vehicle, communicating an indication that the second autonomous driving algorithm is available for installation on the vehicle.

1 more element

A computing device comprising:

one or more processors;
and
one or more storage devices in communicating with the one or more processors that store instruction code executable by the one or more processors to cause the computing device to:
receive, via telemetry sensors associated with a vehicle, telematics data captured while the vehicle used a first autonomous driving algorithm;
determine, based on the telematics data, a first vehicle performance level associated with the first autonomous driving algorithm;
and
after determining that the first vehicle performance level is below a threshold performance level and that a second autonomous driving algorithm associated with a second vehicle performance level that is higher than the first vehicle performance level is available for the vehicle, communicate an indication that the second autonomous driving algorithm is available for installation on the vehicle.

4 more elements

A non-transitory computer readable medium having stored thereon instruction code that, when executed by one or more processors of a computing device, causes the computing device to:

receive, via telemetry sensors associated with a vehicle, telematics data captured while the vehicle used a first autonomous driving algorithm;
determine, based on the telematics data, a first vehicle performance level associated with the first autonomous driving algorithm;
and
after determining that the first vehicle performance level is below a threshold performance level and that a second autonomous driving algorithm associated with a second vehicle performance level that is higher than the first vehicle performance level is available for the vehicle, communicate an indication that the second autonomous driving algorithm is available for installation on the vehicle.

1 more element

Dependencies are inferred from the claim text.

Autonomous driving algorithm evaluation and implementation

Life of this patent

Autonomous driving algorithm evaluation and implementation

Life of this patent

Abstract

Claims20