Term 232

Traffic Flow Optimization Using Deep Reinforcement Learning Enabled Traffic Lights Network

Project Type: Self-Initiated

Project Description

Urban traffic congestion increases delays, fuel use, and emissions due to outdated traffic management systems that cannot adapt to real-time conditions. This inefficiency underscores the urgent need for an intelligent traffic light system that dynamically optimizes flow and reduces congestion.