Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection

Romain Ducrocq, Nadir Farhi

Intelligent traffic signal controllers, applying DQN algorithms to traffic light policy optimization, efficiently reduce traffic congestion by adjusting traffic signals to real-tim…