Traffic light dispersion control based on deep reinforcement learning

• Main Authors: Bryan, Chua, Ismail, Kamarulafizam, Mohd. Zawawi, Fazila, Mohd. Nor, Nur Safwati
• Format: Article
• Language: English
• Published: Penerbit UTM Press 2019
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/84965/1/Kamarulafizamismail2019_TrafficLightDispersionControl.pdf; http://eprints.utm.my/id/eprint/84965/; https://jtse.utm.my/index.php/jtse/article/download/97/100

The current traffic light controls are ineffective and causes a handful of problems such as congestion and pollution. This study investigates the application of deep reinforcement learning on traffic control systems to minimize congestion at traffic intersection. The traffic data from Pulai Perdana,...