Synthetic Traffic Dataset
收藏arXiv2025-09-30 收录
下载链接：
https://traffic-signal-control.github.io/#open-datasets
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资源简介：
该数据集根据定义的转向比例，采用高斯分布生成的交通流量数据。具体来说，交通流量的生成设定了特定的转向比例：左转占10%，直行占60%，右转占30%。该数据集对应的是一个4x4的网格网络，包含多个交叉口。任务的目的是利用强化学习进行交通信号控制。
This dataset contains traffic flow data generated using a Gaussian distribution based on a predefined turning ratio. Specifically, a fixed turning ratio is set for traffic flow generation: 10% for left turns, 60% for through movements, and 30% for right turns. This dataset corresponds to a 4x4 grid network with multiple intersections. The task is to conduct traffic signal control via reinforcement learning.
提供机构：
Open-source traffic simulator CityFlow
