Adaptive Traffic DQN: Intelligent Signal Control

About This Project

A deep reinforcement learning framework using Double Deep Q-Networks (DQN) to dynamically optimize traffic light timing. The system learns to reduce congestion and waiting time through environment feedback and adaptive decision-making.