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RISMovement-Wise Delay Distribution Estimation at Signalized Intersections Using Mixture Density Networks and Connected Vehicle Trajectories
Publisher: American Society of Civil Engineers
Abstract: AbstractVehicle delays at signalized intersections exhibit complex stochastic characteristics.
These delays arise from the interactions between vehicle arrival patterns and traffic
signal operations, forming dynamic ...
Deep Reinforcement Learning for Hybrid Traffic Control: Coordinating AI and Fixed-Time Signal Controllers in Urban Networks
Publisher: American Society of Civil Engineers
Abstract: AbstractRecently, adaptive intersection signal control methods based on artificial intelligence
(AI) have garnered substantial research interest. As these studies progress, the practical
feasibility of AI-driven intersection ...