Intelligent traffic signal optimization using reinforcement learning and SUMO to reduce congestion and vehicle waiting time.
☆26Sep 20, 2026Updated this week
Alternatives and similar repositories for Smart-Traffic-Light-Management-System
Users that are interested in Smart-Traffic-Light-Management-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆14Nov 23, 2023Updated 2 years ago
- The traffic light duration is calculated using a model calculating weighted mean of the following factors :- a) The congestion coefficien…☆45Mar 18, 2019Updated 7 years ago
- This repo contains simulation code of smart traffic management system project☆19Feb 5, 2024Updated 2 years ago
- A smart traffic light control system using DQN reinforcement learning model, trained on simulated traffic data generated by SUMO and depl…☆10May 10, 2024Updated 2 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆18Nov 22, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Nov 1, 2024Updated last year
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆25Sep 2, 2023Updated 3 years ago
- 交通信号灯单路口控制☆13Sep 7, 2019Updated 7 years ago
- Optimal-Control-for-Connected-and-Autonomous-Vehicles-at-Signal-Free-Intersection.☆15Dec 21, 2023Updated 2 years ago
- we will be going to accomplish this project by using Python Networking, BLOB, Haar-Cascade, OpenCV, Raspberry Pi☆15Sep 13, 2017Updated 9 years ago
- REALTIME EFFICIENT TRAFFIC MONITORING☆34Mar 22, 2021Updated 5 years ago
- The Adaptive Traffic Lights system uses live images from the cameras at traffic junctions for traffic density calculation using YOLO obje…☆12May 20, 2024Updated 2 years ago
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆14Mar 5, 2022Updated 4 years ago
- A risc v based architecture to develop a core/ processor which is capable of Matrix MAC Operations☆13May 31, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Scripts used in deep learning tutorials from Rational Machines YouTube channel.☆29Sep 29, 2021Updated 4 years ago
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 4 years ago
- ☆12Apr 4, 2024Updated 2 years ago
- OpenAI-gym-like Reinforcement Learning environment for Dispatching of Mobile Chargers with SUMO. Compatible with Gym and popular RL libra…☆15Mar 16, 2025Updated last year
- Proposed Solution: We propose a smart Wireless Garbage Bin equipped with LoRa RF and IoT technologies to solve this emerging issue in Cit…☆27Mar 21, 2018Updated 8 years ago
- ☆10May 17, 2017Updated 9 years ago
- ☆11Mar 7, 2023Updated 3 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆70Nov 17, 2020Updated 5 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆15May 5, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository contains weekly C++ assignment solutions from the course. It covers core & advanced DSA concepts.☆44Jun 15, 2025Updated last year
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆17Feb 21, 2023Updated 3 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆10Jan 27, 2022Updated 4 years ago
- Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove th…☆89Sep 9, 2019Updated 7 years ago
- Highly-optimized spatially and temporally-blocked implementation of Diffusion 2D and 3D stencils for Intel FPGAs using OpenCL☆13Dec 25, 2023Updated 2 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated 2 years ago
- This is an complete Ecommerce Website I built. It has a product recommendation system to assist customers to make informed choices while …☆12Aug 28, 2020Updated 6 years ago
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14May 5, 2026Updated 4 months ago
- 使用YOLOv5与Sort算法对道路监控视频中的车流量、速度与密度参数进行提取,使用transformer对未来的交通流参数进行预测☆28Sep 26, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A Godot Project for a Self Driving Car Game using Reinforcement Learning☆17Jul 6, 2021Updated 5 years ago
- A python implementation of the cell transmission model (CTM) for macroscopic traffic flow simulation.☆24Dec 6, 2021Updated 4 years ago
- Learn how to build Streamlit application in Data Science☆14Apr 16, 2026Updated 5 months ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 3 years ago
- Modeling and control of mixed traffic flow☆52Jul 17, 2024Updated 2 years ago
- Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way jun…☆28Feb 27, 2023Updated 3 years ago