Sanillala / AI-Traffic-Control-System
Final design project for my engineering degree
☆16Updated 5 years ago
Alternatives and similar repositories for AI-Traffic-Control-System:
Users that are interested in AI-Traffic-Control-System are comparing it to the libraries listed below
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆17Updated 3 years ago
- muhammadsohaib60 / Traffic-Congestion-Avoidance-For-Autonomous-Vehicles-Using-Reinforcement-LearningThe Aim of this project is to design an algorithm that will significantly decrease the trip times of vehicles as well as average car dens…☆9Updated 2 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆19Updated 3 years ago
- ☆11Updated 2 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
- ☆20Updated 3 years ago
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆10Updated last year
- Adaptive Signal Traffic Control with Reinforcement Learning: Towards State-of-the-art and Beyond☆8Updated 4 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆22Updated 2 years ago
- deep reinforcement learing SUMO☆44Updated 6 years ago
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆38Updated 3 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆15Updated last year
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆31Updated 2 years ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆13Updated 2 years ago
- A dynamic traffic light scheduling algorithm which reduces the wait time of vehicles and pedestrians and optimizes the utilization of a c…☆10Updated 4 years ago
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Updated 3 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 5 years ago
- This is repository contains project about traffic light management system based on machine learning☆49Updated 3 years ago
- Deep Reinforcement Learning Agent to control traffic light providing emergency facilitation using real-time traffic data.☆11Updated 4 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆15Updated 2 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 2 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆21Updated 3 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆28Updated 4 years ago
- Scramble Crossing with Deep Reinforcement Learning☆9Updated last year
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆18Updated last year
- Demos of reinforcement learning on Simulation of Urban MObility☆26Updated 5 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆66Updated 4 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 7 months ago