Introduction

This repository contains a traffic optimization algorithm that uses reinforcement learning to optimize traffic light timings in a simulated environment. The goal is to minimize the average waiting time of vehicles at intersections, thereby improving overall traffic flow.

Requirements

• Python 3.7 or higher
• TensorFlow 2.0 or higher
• NumPy
• OpenAI Gym

Authors

• Tejanshu Bhandari
• Kumar Shahil