System, methods, and computer-readable media for configuring an autonomous vehicle based on safety scores determined by a safety score prediction algorithm, and an associated training technique, to output a safety score for a predicted and/or actual path. The safety score is a value indicating a likelihood of risky events per distance. The safety score prediction algorithm is trained with historical human driving datasets associated with paths (predicted or actual) taken by one or more AVs during human driving.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Baselining autonomous vehicle safety using driving data of human autonomous vehicle operators


    Beteiligte:

    Erscheinungsdatum :

    11.02.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    BASELINING AUTONOMOUS VEHICLE SAFETY USING DRIVING DATA OF HUMAN AUTONOMOUS VEHICLE OPERATORS

    TIAN FENG / MIN SEUNGHYUN / FREEMAN LAURA ATHENA et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    AUTONOMOUS VEHICLE DRIVING DATA

    DONG DANTONG / YANG YIXIN / LUO YUXUAN et al. | Europäisches Patentamt | 2025

    Freier Zugriff

    VEHICLE SAFETY SYSTEM FOR AUTONOMOUS DRIVING

    RAN BIN / TANG WEIZHE / FU SICHENG et al. | Europäisches Patentamt | 2025

    Freier Zugriff

    AUTONOMOUS DRIVING VEHICLE, AND PROGRAM FOR AUTONOMOUS DRIVING VEHICLE

    SUZUKI MASAHIRO / SAKO YOICHIRO | Europäisches Patentamt | 2021

    Freier Zugriff