TOOLS FOR PERFORMANCE TESTING AND/OR TRAINING AUTONOMOUS VEHICLE PLANNERS

    公开(公告)号:EP4439525A2

    公开(公告)日:2024-10-02

    申请号:EP24194820.7

    申请日:2021-10-29

    申请人: Five AI Limited

    IPC分类号: G08G1/16

    摘要: A computer-implemented method of evaluating the performance of a target planner for an ego robot in a real or simulated scenario, the method comprising:
    receiving evaluation data for evaluating the performance of the target planner in the scenario, the evaluation data generated by applying the target planner at incrementing planning steps, in order to compute a series of ego plans that respond to changes in the scenario, the series of ego plans being implemented in the scenario to cause changes in an ego state
    the evaluation data comprising: the ego plan computed by the target planner at one of the planning steps, and a scenario state at a time instant of the scenario,
    wherein the evaluation data is used to evaluate the target planner by:
    computing a reference plan for said time instant based on the scenario state, the scenario state including the ego state at that time instant as caused by implementing one or more preceding ego plans of the series of ego plans computed by the target planner, and
    computing at least one evaluation score for comparing the ego plan with the reference plan.

    TOOLS FOR PERFORMANCE TESTING AND/OR TRAINING AUTONOMOUS VEHICLE PLANNERS

    公开(公告)号:EP4439524A2

    公开(公告)日:2024-10-02

    申请号:EP24194819.9

    申请日:2021-10-29

    申请人: Five AI Limited

    IPC分类号: G08G1/16

    摘要: A computer-implemented method of evaluating the performance of a target planner for an ego robot in a real or simulated scenario, the method comprising:
    receiving evaluation data for evaluating the performance of the target planner in the scenario, the evaluation data generated by applying the target planner at incrementing planning steps, in order to compute a series of ego plans that respond to changes in the scenario, the series of ego plans being implemented in the scenario to cause changes in an ego state
    the evaluation data comprising: the ego plan computed by the target planner at one of the planning steps, and a scenario state at a time instant of the scenario,
    wherein the evaluation data is used to evaluate the target planner by:
    computing a reference plan for said time instant based on the scenario state, the scenario state including the ego state at that time instant as caused by implementing one or more preceding ego plans of the series of ego plans computed by the target planner, and
    computing at least one evaluation score for comparing the ego plan with the reference plan.