Vehicular traffic flow simulator in road network, written in pure Python
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models. CVPR Oral 2025.
SUMO tutorials from SUMO Quick Start and NetEdit to TraCI, CAVs, energy & emission, and SUMO2Unity.
TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion Prediction. ICRA 2023. You may also want to check out the updated version: https://github.com/zhejz/TrafficBotsV1.5
Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework
A traffic simulation software based on SUMO that incorporates driver behavior.
🚗🚦 Introducing our Smart Adaptive Traffic Management System! 📷🧠 Using YOLO v8 object detection & CCTV cameras, we analyze real-time traffic. By tracking vehicles 🚙 & pedestrians 🚶, we enhance signal timings for better flow, safety, & reduced congestion. Drive smarter with us! 🌐🏞️
TrafficBots V1.5: TrafficBots + HPTR. 3rd place solution for Waymo Open Sim Agent Challenge 2024.
Traffic Control Test Bed
Berlin Sumo Traffic (BeST) Scenario
Internet traffic generator. Utilizes real-time google search trends by specified parameters.
A lightweight Python-based 3D network multi-agent simulator. Uses a cell-based congestion model. Calculates risk, loudness and battery capacities of the agents. Suitable for 3D network optimization tasks.
A Website Traffic Generator bot website That is fully functional and emulates human usage and generates traffic. It improves your SEO and it is free and open source. You only input your website and the desired number of clicks
A variable speed limit control algorithm designed with the Soft Actor-Critic reinforcement learning.
DEXT Tools "Trending" Bot - Flood DEXT Tools Page with proxy traffic. Dext Tools Trending Coin Bot
Road traffic simulator for OpenAI Gym
Traffic simulation written in Python for a single intersection with various types of cars
Genie traffic generator device connection implementation
Freeway Traffic Simulation using the Nagel–Schreckenberg cellular automaton model and Agent-Based-Modelling
Add a description, image, and links to the traffic-simulation topic page so that developers can more easily learn about it.
To associate your repository with the traffic-simulation topic, visit your repo's landing page and select "manage topics."