Q-Learning traffic signal optimization within multiple intersections traffic network

• Main Authors: Chin, Yit Kwong, Kow, Wei Yeang, Khong, Wei Leong, Tan, Min Keng, Teo, Kenneth Tze Kin
• Format: Proceedings
• Language: English; English
• Published: IEEE Inc. 2012
• Subjects: TE210-228.3 Construction details Including foundations, maintenance, equipment
• Online Access: https://eprints.ums.edu.my/id/eprint/31743/1/Q-Learning%20traffic%20signal%20optimization%20within%20multiple%20intersections%20traffic%20network.ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/31743/2/Q-Learning%20traffic%20signal%20optimization%20within%20multiple%20intersections%20traffic%20network.pdf; https://eprints.ums.edu.my/id/eprint/31743/; https://ieeexplore.ieee.org/document/6410175

Traffic flow optimization within traffic networks has been approached through different kinds of methods. One of the methods is to reconfigure the traffic signal timing plan. However, dynamic characteristic of the traffic flow is not able to be resolved by the conventional traffic signal timing plan...