Systems and methods for improving an end-to-end (E2E) vehicle simulation in replicating a real-world driving scene based on a continuous feedback loop are provided. For example, a method includes receiving first data collected from a real-world driving scene, the first data associated with the real-world driving scene and a performance of a real-world vehicle in the real-world driving scene; and adjusting, for a current iteration, a parameter associated with an E2E vehicle simulation that simulates operations of a simulated vehicle driving in a simulated driving scene, wherein the adjustment is based on a fidelity value of the E2E vehicle simulation in a previous iteration, and the fidelity value is based on a comparison between second data collected from the E2E simulation in the previous iteration and the first data.


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    Title :

    SIMULATION FIDELITY FOR END-TO-END VEHICLE BEHAVIOR


    Contributors:

    Publication date :

    2024-05-23


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



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