OverFlowLight is a real-time traffic signal framework that detects queue overflows via multi-modal sensing and inserts dedicated phases in a hybrid RL setup, reducing overflows by 60.4% and increasing throughput by 18.2% across 43 deployed intersections.
Dy- namiclight: Dynamically tuning traffic signal duration with drl,
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OverFlowLight: Real-Time Gridlock Prevention and Traffic Signal Optimization for Urban Intersections
OverFlowLight is a real-time traffic signal framework that detects queue overflows via multi-modal sensing and inserts dedicated phases in a hybrid RL setup, reducing overflows by 60.4% and increasing throughput by 18.2% across 43 deployed intersections.