Author

L. Chang

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Open access Aug 2026

Traffic Signal Dynamic Optimization Algorithm Based on Deep Reinforcement Learning

A traffic signal dynamic optimization algorithm, the Cross-Attention Mechanism and Dueling Double DQN (CAM-D3QN), which utilizes a novel crisscross attention module to dynamically model spatial dependencies between intersections and incorporates the Dueling Double DQN architecture for robust Q-value estimation.

L. Chang, D. Wei · Advanced Electromagnetics · 0 citations