The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.
☆21Apr 30, 2024Updated last year
Alternatives and similar repositories for DMA-RL4TSC
Users that are interested in DMA-RL4TSC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 9 months ago
- ☆18Dec 30, 2023Updated 2 years ago
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 4 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆16Feb 21, 2023Updated 3 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 5 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- This is our Final Year Project in Bachelors. We try to avoid congestion on two levels i.e Intersection level and Infrastructure to Vehicl…☆10Oct 12, 2020Updated 5 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
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆50Feb 28, 2024Updated 2 years ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆143Jun 6, 2023Updated 2 years ago
- ☆44May 8, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- [AAAI 2025] This repo is the official implementation of paper "SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning"☆22Apr 20, 2025Updated 11 months ago
- ☆29Nov 1, 2024Updated last year
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆28Jul 10, 2022Updated 3 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆13Nov 23, 2023Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆171Dec 11, 2025Updated 4 months ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 2 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Jan 27, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Environment friendly traffic signal control with deep reinforcement learning☆33Oct 12, 2023Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆183Sep 19, 2025Updated 6 months ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- ☆11Oct 18, 2022Updated 3 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆14May 10, 2024Updated last year
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆17May 2, 2022Updated 3 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆26Nov 23, 2019Updated 6 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆25Oct 18, 2022Updated 3 years ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27May 21, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆17Feb 11, 2023Updated 3 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Jul 22, 2023Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆190Feb 3, 2020Updated 6 years ago
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆14Oct 2, 2021Updated 4 years ago
- An environment-agnostic framework for comparing intersection control algorithms☆28Jun 25, 2022Updated 3 years ago
- ☆17Feb 17, 2023Updated 3 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