Jointly dampening traffic oscillations and improving energy consumption with electric, connected and automated vehicles: A reinforcement learning based approach
Journal article, 2020
Traffic oscillations
Connected and automated vehicles
Electric vehicles
Machine learning
Energy consumption
Deep Deterministic Policy Gradient
Reinforcement learning
Car following
Author
Xiaobo Qu
Chalmers, Architecture and Civil Engineering, Geology and Geotechnics
Yang Yu
Chalmers, Architecture and Civil Engineering, Geology and Geotechnics
University of Technology Sydney
M. F. Zhou
Tencent
Chin Teng Lin
University of Technology Sydney
Xiangyu Wang
East China Jiaotong University
Curtin University
Kyung Hee University
Applied Energy
0306-2619 (ISSN) 18729118 (eISSN)
Vol. 257 114030Subject Categories
Transport Systems and Logistics
Other Engineering and Technologies not elsewhere specified
Vehicle Engineering
DOI
10.1016/j.apenergy.2019.114030