Traffic Flow Management of Autonomous Vehicles Using Deep Reinforcement Learning and Smart Rerouting

Traffic Flow Management of Autonomous Vehicles Using Deep Reinforcement Learning and Smart Rerouting

Autonomous Vehicles (AVs) promise to disrupt the traditional systems of transportation. An autonomous driving environment requires an uninterrupted, continuous stream of data and information based on complex traffic data sets and predictive measurements to make critical and real-time decisions in un...

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Bibliographic Details
Main Authors: Anum Mushtaq, Irfan Ul Haq, Muhammad Usman Imtiaz, Asifullah Khan, Omair Shafiq
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Traffic management
reinforcement learning based traffic control
autonomous vehicles
routing of vehicles
traffic control
Online Access:https://ieeexplore.ieee.org/document/9367130/

Internet

https://ieeexplore.ieee.org/document/9367130/

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