This is repository contains project about traffic light management system based on machine learning
☆54May 25, 2021Updated 4 years ago
Alternatives and similar repositories for Dynamic-Traffic-light-management-system
Users that are interested in Dynamic-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:
- Final design project for my engineering degree☆15Jan 7, 2020Updated 6 years ago
- We developed a system that leverages on YOLO Machine Learning Model for managing the traffic flow based on the vehicle density.☆64Mar 31, 2021Updated 5 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- ☆43Feb 12, 2020Updated 6 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆190Feb 3, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆31Mar 25, 2025Updated last year
- A dynamic traffic light scheduling algorithm which reduces the wait time of vehicles and pedestrians and optimizes the utilization of a c…☆10Sep 19, 2020Updated 5 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆26Nov 23, 2019Updated 6 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,024Mar 8, 2026Updated last month
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆39Jul 9, 2022Updated 3 years ago
- A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to ma…☆497Dec 2, 2025Updated 4 months ago
- A dynamic traffic control system using image processing☆13Jan 14, 2018Updated 8 years ago
- Traffic Lights Control with Deep Learning☆73Sep 9, 2022Updated 3 years ago
- Python Parking Monitoring Library for SUMO☆20Mar 18, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆28Jul 10, 2022Updated 3 years ago
- Simulated in Simulation of Urban MObility (SUMO)☆17Dec 6, 2018Updated 7 years ago
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 4 years ago
- Calibrated Alicante-Murcia Freeway SUMO Scenario☆11Nov 28, 2019Updated 6 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆23Mar 26, 2022Updated 4 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆98Jul 10, 2025Updated 9 months ago
- The SUMO simulation platform is used to realize the traditional traffic lights, intelligent traffic lights and intelligent traffic inters…☆91Jun 17, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Research project for Deep Reinforcement Learning using Decision Transformer☆16May 12, 2023Updated 2 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 9 months ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆17Dec 14, 2021Updated 4 years ago
- xero is a full stack social media platform that enables users to share thoughts, interact, and chat in real-time☆10Feb 16, 2024Updated 2 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆328Mar 24, 2023Updated 3 years ago
- ☆44May 8, 2024Updated last year
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆157Nov 13, 2019Updated 6 years ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆10May 15, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Evolutionary Algorithm to optimize waiting time in traffic lights.☆11Dec 3, 2020Updated 5 years ago
- my udacity projects☆22Jan 22, 2017Updated 9 years ago
- It is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queu…☆19Oct 30, 2020Updated 5 years ago
- ☆11Jul 25, 2023Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆171Dec 11, 2025Updated 4 months ago
- Analysis of various traffic signal control techniques in SUMO☆15Jun 4, 2019Updated 6 years ago
- A system and method for the prediction of vehicle traffic congestion on a given roadway within a region. In particular, the computer impl…☆50Dec 11, 2022Updated 3 years ago