Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method
☆39Mar 23, 2025Updated last year
Alternatives and similar repositories for UniLight
Users that are interested in UniLight are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆67Oct 17, 2022Updated 3 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆23Apr 30, 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
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆14Jun 27, 2025Updated last year
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official code for "Knowledge intensive state design for traffic signal control"☆31Feb 28, 2024Updated 2 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆52Feb 28, 2024Updated 2 years ago
- ☆12Aug 15, 2020Updated 6 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆25Sep 2, 2023Updated 3 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
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 5 years ago
- ☆20Dec 30, 2023Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆200Sep 19, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆222May 5, 2023Updated 3 years ago
- ☆16Dec 13, 2022Updated 3 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆185Dec 11, 2025Updated 9 months ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 6 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆200Feb 3, 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 3 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 3 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
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆426May 31, 2022Updated 4 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.
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27May 21, 2021Updated 5 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆130Sep 28, 2022Updated 3 years ago
- Simulation code of paper "H. Zhu, Z. Wang, F. Yang, Y. Zhou and X. Luo, "Intelligent Traffic Network Control in the Era of Internet of Ve…☆11Mar 30, 2022Updated 4 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
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 6 years ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆26Dec 19, 2024Updated last year
- Reinforcement learning for traffic signal control (published research)☆38Oct 24, 2025Updated 11 months ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 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.
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆18Nov 22, 2023Updated 2 years ago
- Analysis of various traffic signal control techniques in SUMO☆15Jun 4, 2019Updated 7 years ago
- ☆27Apr 24, 2020Updated 6 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- ☆48May 8, 2024Updated 2 years ago
- ☆45Feb 12, 2020Updated 6 years ago
- stable-baselines3 reinforcement learning on SUMO traffic light system☆26Nov 9, 2024Updated last year