The invention discloses a vehicle decision-making method and device, electronic equipment and a storage medium. The method comprises the steps of receiving current environment information collected by a sensor; the current environment information is input into a preset decision-making model, a decision-making output result is obtained, the preset decision-making model is obtained through training of a deep reinforcement learning algorithm, and the decision-making output result at least comprises a lane changing decision; and planning in a planning module according to the lane changing decision in the decision output result. According to the invention, the deep reinforcement learning algorithm is adopted to obtain an automatic driving vehicle decision result, and a more intelligent and autonomous decision is achieved.

    本申请公开了一种车辆决策方法、装置及电子设备、存储介质,所述方法包括接收传感器采集的当前环境信息;将所述当前环境信息输入预设决策模型,得到决策输出结果,其中所述预设决策模型采用深度强化学习算法训练得到,所述决策输出结果至少包括变道决策;根据所述决策输出结果中的变道决策,在规划模块进行规划。通过本申请采用深度强化学习算法得到自动驾驶车辆决策结果,达到更智能化、自主化的决策。


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    Titel :

    Vehicle decision-making method and device, electronic equipment and storage medium


    Weitere Titelangaben:

    车辆决策方法、装置及电子设备、存储介质


    Beteiligte:
    CHEN TIANXING (Autor:in) / TIAN SHAN (Autor:in) / ZHANG DONGHAO (Autor:in) / DING FENG (Autor:in)

    Erscheinungsdatum :

    2023-04-11


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    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



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