IEEE - Institute of Electrical and Electronics Engineers, Inc. - Dissipating stop-and-go waves in closed and open networks via deep reinforcement learning

2018 21st International Conference on Intelligent Transportation Systems (ITSC)

Author(s): Abdul Rahman Kreidieh ; Cathy Wu ; Alexandre M Bayen
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2018
Conference Location: Maui, HI, USA
Conference Date: 4 November 2018
Page(s): 1,475 - 1,480
ISBN (Electronic): 978-1-7281-0323-5
ISBN (USB): 978-1-7281-0322-8
ISBN (Paper): 978-1-7281-0321-1
ISSN (Electronic): 2153-0017
DOI: 10.1109/ITSC.2018.8569485
Regular:

This article demonstrates the ability for model-free reinforcement learning (RL) techniques to generate traffic control strategies for connected and automated vehicles (CAVs) in various network... View More

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