Real-time deep reinforcement learning based vehicle navigation

Traffic congestion has become one of the most serious contemporary city issues as it leads to unnecessary high energy consumption, air pollution and extra traveling time. During the past decade, many optimization algorithms have been designed to achieve the optimal usage of existing roadway capacity...

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Bibliographic Details
Main Authors: Songsung Koh, Bo Zhou, Hui Fang, Po Yang, Zaili Yang, Qiang Yang, Lin Guan, Zhigang Ji
Format: Default Article
Published: 2020
Subjects:
Artificial intelligence not elsewhere classified
Information systems not elsewhere classified
Routing and navigation optimization
Deep reinforcement learning
Deep-Q learning
SUMO
Intelligent vehicle
Information Systems
Artificial Intelligence and Image Processing
Online Access:https://hdl.handle.net/2134/12890690.v1
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https://hdl.handle.net/2134/12890690.v1

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