===========================================================================
ADAPTIVE TRAFFIC CONTROL WITH DEEP REINFORCEMENT LEARNING
===========================================================================

Introduction

The rapid increase in automobiles on roadways has naturally lead to traffic congestions all over the world, forcing drivers to sit idly in their cars wasting time and needlessly consuming fuel.

Setup

This project was developed using python 3. Install from python.org .

Prerequisite Packages :
1) Tensorflow (pip install tensorflow) or (pip install tensorflow-gpu)
2) Keras (pip install keras)

The simulatons were done on SUMO Traffic Simulator. It is available at following location :- http://sumo.dlr.de/wiki/Downloads

Please refer to installation instructions of sumo from the website.



Running

Run file - traffic_light_control.py