DRIVER BEHAVIOR TRACKING AND PREDICTION

Patent №

US 11,613,271

Granted

2023-03-28

Filed 2020

Owner

ALLSTATE INSURANCE COMPANY

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16996484

Methods and systems for tracking driver behavior across a variety of vehicles are described herein. One or more first performance metrics which indicate performance of a first vehicle when driven by a user may be determined. One or more second performance metrics indicating performance of a second vehicle when driven by the user may be determined. The first vehicle and the second vehicle may be compared to determine a vehicle difference. The performance metrics may be compared. One or more third performance metrics that predict performance of a third vehicle, different from the first vehicle and the second vehicle, when driven by the user may be determined based on the vehicle difference and the comparison. Whether to provide the user access to the third vehicle may be determined based on the one or more third performance metrics.

Machine learningPlanningAI hardwareB60W 60/001B60W 40/09B60W 50/14B60W 60/0059G06F 16/9535G06N 5/04G06N 20/00G07C 5/0816+12 more

AI classification

Planning1.00
AI hardware0.95
Machine learning0.91
Vision0.46
Knowledge representation0.44
Natural language0.10
Evolutionary computation0.00
Speech0.00

Ownership

ALLSTATE INSURANCE COMPANY

assignment · 536210974

Assignors

ISAAC, EMAD

On an employer assignment, the assignors are typically the inventors.

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