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Leila Madi

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#reinforcement learning Oct 2026

V2I-Enhanced State Representation for Adaptive Traffic Signal Control Using Deep Q-Networks

Traffic congestion remains a major challenge for intelligent transportation systems. Vehicle-to-Infrastructure (V2I) communication provides a promising foundation for adaptive traffic signal control by enabling enhanced real-time traffic detection. This paper proposes an adaptive traffic signal control framework that e...

Leila Madi, Ahcene Youcef Benabdallah, Guersi Nourddine · 0 citations

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