A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.
☆20Feb 2, 2024Updated 2 years ago
Alternatives and similar repositories for MARL-TrafficLight
Users that are interested in MARL-TrafficLight are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years 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
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated 2 years ago
- Documentation:☆19May 2, 2025Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆16Jan 19, 2024Updated 2 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated 2 years ago
- ☆69Mar 7, 2020Updated 6 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- A SUMO simulator for platooning maneuvers in mixed traffic scenarios☆33Mar 6, 2019Updated 7 years ago
- A smart traffic light control system using DQN reinforcement learning model, trained on simulated traffic data generated by SUMO and depl…☆10May 10, 2024Updated 2 years ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆82Feb 7, 2024Updated 2 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…☆10Jun 26, 2022Updated 4 years ago
- Genetic algorithm implementation written in Python. Modeled to find the optimized time for intelligent traffic lights and maximize the tr…☆10Jul 27, 2015Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Enhancing Multi-Agent System Coordination in Autonomous Electric Vehicles Using Large Language Models☆21Dec 13, 2023Updated 2 years ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆14Jul 12, 2023Updated 2 years ago
- Python project for the paper "Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Poli…☆13Feb 24, 2023Updated 3 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆45Jan 13, 2020Updated 6 years ago
- Enhancing autonomous driving with reinforcement learning for efficient and safe vehicle platooning. Optimizing traffic flow and fuel effi…☆12Feb 14, 2024Updated 2 years ago
- ☆14May 21, 2024Updated 2 years ago
- Source Code for Paper "Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community Detection" (arxiv: https://arxiv.o…☆22Jul 13, 2024Updated last year
- ☆17Sep 6, 2024Updated last year
- This repository includes a realization of the resilient projection-based consensus actor-critic algorithm that is resilient to adversaria…☆11May 23, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆19Dec 30, 2023Updated 2 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated 2 years ago
- ☆14Dec 14, 2025Updated 6 months ago
- ☆16Mar 11, 2024Updated 2 years ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆80Apr 6, 2025Updated last year
- Support Sustainable Computing to provide customer with metrics for their carbon footprint workload☆14Mar 26, 2026Updated 3 months ago
- The source code of MD-MTA☆14Aug 27, 2024Updated last year
- The assignment of a transportation course for my first year as a graduate student, solved the bilevel programming problem using GA algori…☆25Mar 18, 2022Updated 4 years ago
- This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in …☆19May 17, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for our paper "Coupling Intent and Action for Pedestrian Crossing Behavior Prediction"☆24Dec 16, 2021Updated 4 years ago
- Deep Learning - Multi-Task Representation Learning using Shared Architecture for Deep Neural Networks☆19Apr 11, 2017Updated 9 years ago
- Code for the paper @article{ author={Armijos, A. S. C. and Li, A. and Cassandras, C. G.}, title={Maximizing Safety and Efficiency for Coo…☆20Mar 21, 2024Updated 2 years ago
- HEFT and CPOP task scheduling algorithms☆12Dec 6, 2018Updated 7 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- 哈工大2021秋计算机网络☆13Mar 30, 2023Updated 3 years ago
- MLJ: Libsignal: an open library for traffic signal control☆194Sep 19, 2025Updated 9 months ago