Elcampeoncr7 / Smart-Traffic-Light-Management-SystemLinks
Smart Traffic Light Management System employs SUMO and reinforcement learning to dynamically optimize signal timings, reducing congestion and enhancing traffic flow at San Jose downtown. Adapting to real-time patterns, the system efficiently minimizes delays, elevating the overall urban mobility experience
☆22Updated last year
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
Sorting:
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆10Updated last year
- The name says everything...☆28Updated 2 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆17Updated last year
- A smart traffic light control system using DQN reinforcement learning model, trained on simulated traffic data generated by SUMO and depl…☆11Updated last year
- This is repository contains project about traffic light management system based on machine learning☆53Updated 4 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆41Updated 3 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆16Updated 2 years ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆18Updated 3 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆36Updated 3 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆67Updated 4 years ago
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆156Updated 5 years ago
- sumo + RL + Routing☆19Updated 3 years ago
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆56Updated last year
- A dynamic traffic light scheduling algorithm which reduces the wait time of vehicles and pedestrians and optimizes the utilization of a c…☆10Updated 5 years ago
- indrajitsadhukhan / Improving-traffic-flow-in-a-single-intersection-using-data-from-its-neighbouring-intersectionsIt is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queu…☆19Updated 4 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆23Updated 2 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆23Updated 3 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆18Updated last year
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆79Updated 2 years ago
- The SUMO simulation platform is used to realize the traditional traffic lights, intelligent traffic lights and intelligent traffic inters…☆83Updated 5 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆31Updated last year
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 6 years ago
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆27Updated 3 years ago
- This Adaptive Traffic Signal Timer uses live images from the cameras at traffic junctions for real-time traffic density calculation using…☆193Updated 2 years ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆15Updated 2 years ago
- Ujwal2910 / Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-VisionWe have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian …☆210Updated 6 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆19Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆21Updated 3 years ago
- Reinforcement learning for traffic signal control (published research)☆33Updated 7 months ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆52Updated 6 years ago