Traffic control strategy for adaptive signal controller based on reinforcement learning and local communication channel

• Main Author: Muaid, Abdulkareem Alnazir Ahmed
• Format: Final Year Project / Dissertation / Thesis
• Published: 2023
• Subjects: TJ Mechanical engineering and machinery; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utar.edu.my/6239/1/MUAID_ABDULKAREEM_ALNAZIR_AHMED.pdf; http://eprints.utar.edu.my/6239/

This research study is in the field of deep reinforcement learning (DRL) adaptive controllers. The developed DRL controller is an off-policy, model-free agent based on the Q-learning algorithm. The research aims to address several issues found in the existing DRL work direction. Issues related to th...