Vehicular traffic flow simulator in road network, written in pure Python

This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis.

Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.

This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis. Cu…

Implementation of a multi-agent system for the modeling of carpooling in a city with one-way streets. Used Python and the Mesa package for multi-agent modeling.

Traffic Flow Prediction using LSTM and GRU implemented using Noisy Activation Functions

Connected & Automated Vehicles (CAV) Traffic Simulator created using Python and ChatGPT.

My academic project :- optimization of green signal timings of traffic light controllers using firefly algorithm

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Calibration-free traffic state estimation method using detectors and connected vehicles data

SocialMeta 2023 Workshop Paper: Network Traffic in the Metaverse: The Case of Social VR