The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.
☆23Apr 30, 2024Updated 2 years ago
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"☆14Jun 27, 2025Updated last year
- ☆20Dec 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
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆17Feb 21, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆67Oct 17, 2022Updated 3 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 6 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 ".☆52Feb 28, 2024Updated 2 years ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 6 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆25Sep 2, 2023Updated 3 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.
- ☆48May 8, 2024Updated 2 years ago
- [AAAI 2025] This repo is the official implementation of paper "SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning"☆25Apr 20, 2025Updated last year
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆30Jul 10, 2022Updated 4 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 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
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆185Dec 11, 2025Updated 9 months ago
- ☆16Dec 13, 2022Updated 3 years ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 3 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆11Oct 18, 2022Updated 3 years ago
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆17May 2, 2022Updated 4 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated 2 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆26Nov 23, 2019Updated 6 years ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27May 21, 2021Updated 5 years ago
- 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☆89Jul 22, 2023Updated 3 years ago
- An environment-agnostic framework for comparing intersection control algorithms☆28Jun 25, 2022Updated 4 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆14Oct 2, 2021Updated 4 years ago
- MLJ: Libsignal: an open library for traffic signal control☆200Sep 19, 2025Updated last year
- ☆18Feb 17, 2023Updated 3 years ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆29Feb 26, 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
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆70Nov 17, 2020Updated 5 years ago
- sumo + RL + Routing☆19May 6, 2022Updated 4 years ago