Automated vehicle repair estimation by adaptive ensembling of multiple artificial intelligence functions is provided. A method comprises receiving, from a plurality of sources, vehicle repair recommendation sets identifying recommended vehicle repair operations for damaged vehicle components; selecting, by a trained artificial intelligence function, one of the operations for each component based on a plurality of learned states; generating a composite vehicle repair recommendation set identifying the selected operation; providing the composite vehicle repair recommendation set to one or more claims management systems; and repeatedly retraining the trained artificial intelligence function by adjusting the learned states according to the vehicle damage objects received, and the corresponding composite vehicle repair recommendation generated, since the last retraining of the trained artificial intelligence function.
AUTOMATED VEHICLE REPAIR ESTIMATION BY ADAPTIVE ENSEMBLING OF MULTIPLE ARTIFICIAL INTELLIGENCE FUNCTIONS
ESTIMATION AUTOMATIQUE DE REPARATION D`UN VEHICULE PAR APPRENTISSAGE ENSEMBLISTE ADAPTATIF DE MULTIPLES FONCTIONS D`INTELLIGENCE ARTIFICIELLE
2021-03-30
Patent
Electronic Resource
English
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / B60S SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR , Warten, Reinigen, Instandsetzen, Unterstützen, Anheben oder Rangieren von Fahrzeugen, soweit nicht anderweitig vorgesehen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
European Patent Office | 2021
|European Patent Office | 2021
|TRAINING AN ARTIFICIAL INTELLIGENCE UNIT FOR AN AUTOMATED VEHICLE
European Patent Office | 2024
|TRAINING AN ARTIFICIAL INTELLIGENCE UNIT FOR AN AUTOMATED VEHICLE
European Patent Office | 2021
|Ensembling clocks of Global Positioning System
IEEE | 1990
|