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Lenka Cepova

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Open access Jul 2026

Dynamic traffic signal scheduling system based on adaptive quad agent Double Deep Q -network algorithm

Simulation results indicate that the proposed Adaptive Quad-Agent Double Deep Q-Network model effectively supports dynamic signal phase adaptation, minimizes congestion, and provides more accurate queue length estimations under complex traffic conditions.

Bharathi Ramesh Kumar, Sachin Salunkhe, S. Shinde et al. · 0 citations