EP 4214642 A1 20230726 - METHOD FOR PROVIDING A MACHINE-LEARNED CONTROL FUNCTION FOR VEHICLE CONTROL ON THE BASIS OF AVAILABLE VEHICLE SENSOR DATA
Title (en)
METHOD FOR PROVIDING A MACHINE-LEARNED CONTROL FUNCTION FOR VEHICLE CONTROL ON THE BASIS OF AVAILABLE VEHICLE SENSOR DATA
Title (de)
VERFAHREN ZUR BEREITSTELLUNG EINER MASCHINELL GELERNTEN STEUERFUNKTION ZUR FAHRZEUGSTEUERUNG ANHAND BEREITGESTELLTER FAHRZEUGSENSORDATEN
Title (fr)
PROCÉDÉ DE FOURNITURE D'UNE FONCTION DE COMMANDE APPRISE PAR MACHINE POUR LA COMMANDE D'UN VÉHICULE À L'AIDE DE DONNÉES DE CAPTEUR DE VÉHICULE FOURNIES
Publication
Application
Priority
- DE 102020124174 A 20200916
- DE 2021100760 W 20210915
Abstract (en)
[origin: CA3190157A1] The invention relates to a method for providing a machine-learned control function for vehicle control on the basis of available vehicle sensor data, comprising the method steps: G) providing a control function on the basis of an artificial neural network, comprising at least one control command that can be output; H) providing an analysis catalog for analyzing driving scenarios; I) providing a training data set comprising driving scenarios; J) training the control function by means of the training data set; K) applying the control function to a test data set comprising driving scenarios and analyzing the driving scenarios on the basis of the analysis catalog; L) expanding the training data set and/or the test data set, or reducing or increasing the complexity of the trained control function.
IPC 8 full level
G06N 3/08 (2023.01); B60W 30/14 (2006.01); B60W 30/16 (2020.01); B60W 30/18 (2012.01)
CPC (source: EP IL KR US)
B60W 40/02 (2013.01 - KR); B60W 50/00 (2013.01 - EP IL KR); G06N 3/048 (2023.01 - KR); G06N 3/08 (2013.01 - US); G06N 3/082 (2013.01 - EP IL KR); B60W 2050/0028 (2013.01 - KR); B60W 2050/0088 (2013.01 - EP IL KR)
Citation (search report)
See references of WO 2022057979A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
DE 102020124174 A1 20220317; AU 2021343608 A1 20230323; CA 3190157 A1 20220324; CN 116157309 A 20230523; EP 4214642 A1 20230726; IL 301179 A 20230501; JP 2023542434 A 20231006; KR 20230088719 A 20230620; US 2023359892 A1 20231109; WO 2022057979 A1 20220324
DOCDB simple family (application)
DE 102020124174 A 20200916; AU 2021343608 A 20210915; CA 3190157 A 20210915; CN 202180062963 A 20210915; DE 2021100760 W 20210915; EP 21786759 A 20210915; IL 30117923 A 20230307; JP 2023540984 A 20210915; KR 20237012740 A 20210915; US 202118245696 A 20210915