signal-control

#signal-control

When better traffic forecasts fail to improve signal control: a layered diagnostic study of forecast-to-decision value

arXiv cs.AI ↗ · 2026-10-08 Cached

这篇论文通过分层诊断研究探讨了交通预测精度提升为何未能改善信号控制决策，发现预测价值取决于时间可观测性、动作可识别性、动力学一致性和目标对齐，并提出了一套实用的诊断协议。

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