Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control
☆25Sep 2, 2023Updated 3 years ago
Alternatives and similar repositories for Multi-Agent-Deep-Reinforcement-Learning-for-Traffic-Signal-Control
Users that are interested in Multi-Agent-Deep-Reinforcement-Learning-for-Traffic-Signal-Control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆20Feb 2, 2024Updated 2 years ago
- Optimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficient…☆49May 2, 2026Updated 5 months ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆43Nov 24, 2024Updated last year
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated 2 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.
- Documentation:☆19May 2, 2025Updated last year
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆29Jul 10, 2022Updated 4 years ago
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆14Nov 23, 2023Updated 2 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆31Feb 28, 2024Updated 2 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆24Apr 30, 2024Updated 2 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆14Jun 27, 2025Updated last year
- 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆53Feb 28, 2024Updated 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 4 years ago
- Reinforcement learning for traffic signal control (published research)☆39Oct 24, 2025Updated last year
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆82Sep 7, 2026Updated last month
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆202Feb 3, 2020Updated 6 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆188Dec 11, 2025Updated 10 months ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆427May 31, 2022Updated 4 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 3 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.
- ☆72Mar 7, 2020Updated 6 years ago
- Multi-agent Path Planning Based on Reinforcement Learning for Intelligent Logistics applied to a Library☆10Jan 10, 2024Updated 2 years ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆27Feb 28, 2024Updated 2 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆45Jan 13, 2020Updated 6 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆105Oct 22, 2022Updated 4 years ago
- Intelligent traffic signal optimization using reinforcement learning and SUMO to reduce congestion and vehicle waiting time.☆26Sep 20, 2026Updated last month
- redesign the spotify clone app with react native, context api☆13Dec 10, 2023Updated 2 years ago
- Multi Agent Reinforcement Learning Environment For Aerial Unmanned Vehicles☆12Apr 13, 2023Updated 3 years ago
- ☆17Jan 19, 2024Updated 2 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.
- ☆22Oct 11, 2021Updated 5 years ago
- A SUMO simulator for platooning maneuvers in mixed traffic scenarios☆32Mar 6, 2019Updated 7 years ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆64Apr 13, 2024Updated 2 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
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 6 years ago
- SUMO Tutorial, including net, route, traffic light, detector, sumolib and traci.☆22Aug 16, 2022Updated 4 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