The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.
☆22Apr 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"☆15Jun 27, 2025Updated 11 months ago
- ☆19Dec 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
- 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.
- 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
- 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
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆51Feb 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☆144Jun 6, 2023Updated 2 years ago
- ☆44May 8, 2024Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 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.
- [AAAI 2025] This repo is the official implementation of paper "SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning"☆21Apr 20, 2025Updated last year
- ☆29Nov 1, 2024Updated last year
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆29Jul 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…☆14Nov 23, 2023Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆171Dec 11, 2025Updated 5 months ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Jan 27, 2022Updated 4 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆187Sep 19, 2025Updated 8 months 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.
- 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☆15May 10, 2024Updated 2 years ago
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆17May 2, 2022Updated 4 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 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☆87Jul 22, 2023Updated 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.
- 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
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Nov 17, 2020Updated 5 years ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆28Feb 26, 2023Updated 3 years ago