pengyuan-zhou / Multi-agent-RL-traffic-light-control
Decentralized reinforcement learning for city-scale traffic light control
☆22Updated 2 years ago
Alternatives and similar repositories for Multi-agent-RL-traffic-light-control:
Users that are interested in Multi-agent-RL-traffic-light-control are comparing it to the libraries listed below
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆31Updated 2 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆29Updated last year
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 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
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆15Updated 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)☆31Updated 3 weeks 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
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆15Updated last year
- 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
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆35Updated last week
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆32Updated 4 months ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆13Updated 2 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 3 years ago
- sumo + RL + Routing☆20Updated 2 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 11 months ago
- deep reinforcement learing SUMO☆44Updated 6 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆38Updated 3 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆18Updated last year
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆73Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆60Updated 2 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 5 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆21Updated last year
- 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
- Control Traffic lights intelligently with Reinforcement Learning!☆12Updated 4 years ago
- A SUMO environment for differential varaible speed limits control☆44Updated 4 years ago