Deep reinforcement learning for traffic signal control: A review

• Main Authors: Rasheed, Faizan, Yau, Kok-Lim Alvin, Md. Noor, Rafidah, Wu, Celimuge, Low, Yeh-Ching
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2020
• Subjects: QA75 Electronic computers. Computer science; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/37154/
• Institution: Universiti Malaya

Traffic congestion is a complex, vexing, and growing issue day by day in most urban areas worldwide. The integration of the newly emerging deep learning approach and the traditional reinforcement learning approach has created an advanced approach called deep reinforcement learning (DRL) that has sho...