Traffic Control Dataset
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/LucasAlegre/sumo-rl
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资源简介：
该数据集是为了评估在交通信号控制场景中提出的框架而创建的，其中代理控制交通信号以最小化等待时间。该数据集包含了从预训练策略网络中收集的专家策略，这些策略以状态-动作对的形式呈现。数据集的规模是微观的，空间连续但时间离散，其任务是交通信号控制。
This dataset was created to evaluate the proposed framework in traffic signal control scenarios, where agents control traffic signals to minimize waiting time. It contains expert policies collected from pre-trained policy networks, which are presented in the form of state-action pairs. The dataset is microscopic in scale, with spatially continuous but temporally discrete properties, and its target task is traffic signal control.
提供机构：
SUMO (Simulation of Urban MObility)
