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
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆187Feb 3, 2020Updated 6 years ago
- A Raspberry Pi based system to generate dynamic traffic light timings.☆22Mar 19, 2018Updated 8 years ago
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆57Dec 4, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆31Mar 25, 2025Updated last year
- 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…☆1,009Mar 8, 2026Updated 3 weeks ago
- 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…☆496Dec 2, 2025Updated 3 months ago
- Predicting Real Time traffic using Machine learning algorithms - Intelligent transport systems project☆11Jan 30, 2019Updated 7 years ago
- A dynamic traffic control system using image processing☆13Jan 14, 2018Updated 8 years ago
- ☆10May 20, 2022Updated 3 years ago
- Traffic Lights Control with Deep Learning☆73Sep 9, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Python Parking Monitoring Library for SUMO☆20Mar 18, 2020Updated 6 years ago
- Designing a dynamic AI Traffic light system (using AI) instead of fixed time for each traffic light☆12Apr 28, 2022Updated 3 years ago
- 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
- This Adaptive Traffic Signal Timer uses live images from the cameras at traffic junctions for real-time traffic density calculation using…☆200Oct 27, 2022Updated 3 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆25Oct 18, 2022Updated 3 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆98Jul 10, 2025Updated 8 months ago
- The SUMO simulation platform is used to realize the traditional traffic lights, intelligent traffic lights and intelligent traffic inters…☆90Jun 17, 2020Updated 5 years ago
- 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
- Environment friendly traffic signal control with deep reinforcement learning☆33Oct 12, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆44May 8, 2024Updated last year
- ☆15Feb 22, 2026Updated last month
- MLJ: Libsignal: an open library for traffic signal control☆179Sep 19, 2025Updated 6 months ago
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆158Nov 13, 2019Updated 6 years ago
- We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian …☆211May 24, 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
- Evolutionary Algorithm to optimize waiting time in traffic lights.☆11Dec 3, 2020Updated 5 years ago