Application of Ensemble Learning and VISSIM in Intersection Traffic Flow Prediction and Signal Timing Optimization

Application of Ensemble Learning and VISSIM in Intersection Traffic Flow Prediction and Signal Timing Optimization

The intersection, as the focal point of urban traffic networks, is critical not only for connecting roads, but also for traffic control and optimization. This research integrates ensemble and reinforcement learning with the VISSIM simulation tool to investigate traffic flow prediction and signal tim...

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Bibliographic Details
Main Authors: Yutong Rou, Chao Liang, Zhizhan Lu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Intersection
signal timing
integrated reinforcement learning
Vissim
Online Access:https://ieeexplore.ieee.org/document/10802895/
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https://ieeexplore.ieee.org/document/10802895/

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