The invention provides a training method of a signal lamp control model, a signal lamp control method and electronic equipment, and relates to the field of artificial intelligence, in particular to the field of deep learning and intelligent traffic. The specific implementation scheme is as follows: based on an offline trajectory data set of each source city in a plurality of source cities, performing meta-training on a first signal lamp control model to obtain a second signal lamp control model; obtaining an online track data set of the target city based on interaction between the second signal lamp control model and a traffic system of the target city; and performing fine tuning on the second signal lamp control model based on the online track data set of the target city to obtain a third signal lamp control model.

    本公开提供了信号灯控制模型的训练方法、信号灯控制方法和电子设备,涉及人工智能领域,尤其涉及深度学习和智能交通领域。具体实现方案为:基于多个源城市中的每个源城市的离线轨迹数据集,对第一信号灯控制模型进行元训练,得到第二信号灯控制模型;基于第二信号灯控制模型与目标城市的交通系统之间的交互,得到目标城市的在线轨迹数据集;基于目标城市的在线轨迹数据集对第二信号灯控制模型进行微调,得到第三信号灯控制模型。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Training method of signal lamp control model, signal lamp control method and electronic equipment


    Weitere Titelangaben:

    信号灯控制模型的训练方法、信号灯控制方法和电子设备


    Beteiligte:
    SUN QIAN (Autor:in) / ZHANG LE (Autor:in) / ZHOU JINGBO (Autor:in) / ZHA RUI (Autor:in) / MEI YU (Autor:in)

    Erscheinungsdatum :

    23.08.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    Signal lamp control device, signal lamp control method, and signal lamp control system

    HONDA HIROYASU | Europäisches Patentamt | 2025

    Freier Zugriff

    Signal lamp control method and electronic equipment

    WANG QICHAO / LI YUNQI / WEI LIXIA et al. | Europäisches Patentamt | 2025

    Freier Zugriff

    Signal lamp flicker control circuit and signal lamp equipment

    WANG YU / LIU XIAOQI / YUAN JUAN et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Universal model system for signal lamp control and signal lamp control method

    KAN YUHENG / WANG MAONAN / PAN WEN'AN et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    Traffic signal lamp control method and traffic signal lamp control system

    XU YI / SHEN XIAOHUI | Europäisches Patentamt | 2024

    Freier Zugriff