ACCIDENT RISK MODEL DETERMINATION USING AUTONOMOUS VEHICLE OPERATING DATA

Patent №

US 9,852,475

Granted

2017-12-26

Filed 2015

Owner

Lab

AI components

3

kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

14713214

Methods and systems for evaluating the effectiveness of autonomous operation features of autonomous vehicles using an accident risk model are provided. According to certain aspects, an accident risk model may be determined using effectiveness information regarding autonomous operation features associated with a vehicle. The effectiveness information may indicate a likelihood of an accident for the vehicle and may include test data or actual loss data. Determining the likelihood of an accident may include determining risk factors for the features related to the ability of the features to make control decisions that successfully avoid accidents. The accident risk model may further include information regarding effectiveness of the features relative to location or operating conditions, as well as types and severity of accidents. The accident risk model may further be used to determine or adjust aspects of an insurance policy associated with an autonomous vehicle.

Knowledge representationPlanningAI hardwareG06Q 40/08B60Q 9/00B60R 21/00B60W 30/16B60W 40/09G01S 19/48G05B 15/02G06F 30/20+42 more

AI classification

Planning1.00
Knowledge representation0.96
AI hardware0.51
Machine learning0.32
Vision0.01
Natural language0.00
Speech0.00
Evolutionary computation0.00
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