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News/A Graph-Based Control Interface for Traffic Signals on Heterogeneous Road Networks
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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A Graph-Based Control Interface for Traffic Signals on Heterogeneous Road Networks

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arXiv:2607.21831v1 Announce Type: new Abstract: We present a traffic-signal control interface in which a shared graph neural network assigns scores to individual traffic movements. Each junction converts these scores into its own variable-sized set of legal signal phases using a deterministic incide

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