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Applicability Analysis of an Extended METANET Model in Traffic-State Prediction for Congested Freeway Corridors
Publisher: American Society of Civil Engineers
Abstract: Macroscopic traffic flow models are often applied as prediction models in proactive traffic control strategies. For model calibration and validation, existing tests have been conducted on simple freeway corridors, meaning ...
Deep Reinforcement Learning for Trajectory Control of Connected and Automated Vehicles at a Mixed-Traffic Intersection
Publisher: American Society of Civil Engineers
Abstract: AbstractVehicle trajectory control has garnered significant interest due to the potential
of connected and automated vehicles (CAVs) to enhance traffic efficiency and reduce
accidents. Effective vehicle control is crucial ...
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