This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it adapts signal timings in real-time, reducing congestion and enhancing traffic efficiency. Explore and contribute to smarter traffic solutions here.
☆13Nov 23, 2023Updated 2 years ago
Alternatives and similar repositories for RL-TrafficLight-Control-Adaptive-Traffic-Management
Users that are interested in RL-TrafficLight-Control-Adaptive-Traffic-Management are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Optimal-Control-for-Connected-and-Autonomous-Vehicles-at-Signal-Free-Intersection.☆15Dec 21, 2023Updated 2 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 9 months ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 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
- A smart traffic light control system using DQN reinforcement learning model, trained on simulated traffic data generated by SUMO and depl…☆10May 10, 2024Updated last year
- 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.
- 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
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆42Nov 24, 2024Updated last year
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆16May 2, 2022Updated 3 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Apr 30, 2024Updated last year
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 4 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- The name says everything...☆30Dec 8, 2022Updated 3 years ago
- A simulation developed from scratch using Pygame to simulate the movement of vehicles across a traffic intersection having traffic lights…☆11Mar 11, 2021Updated 5 years ago
- Optimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficient…☆40May 16, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆13Mar 5, 2022Updated 4 years ago
- E commerce-Database driven web application using Flask☆10Oct 1, 2020Updated 5 years ago
- It is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queu…☆19Oct 30, 2020Updated 5 years ago
- ☆34Aug 31, 2024Updated last year
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆51Mar 22, 2021Updated 5 years ago
- OpenAI-gym-like Reinforcement Learning environment for Dispatching of Mobile Chargers with SUMO. Compatible with Gym and popular RL libra…☆15Mar 16, 2025Updated last year
- ☆10May 17, 2017Updated 8 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 第五章 无信号灯路口多车协同轨迹规划方法☆15Mar 8, 2020Updated 6 years ago
- ☆12Apr 4, 2024Updated last year
- Code for Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services☆24Sep 19, 2022Updated 3 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆15May 5, 2023Updated 2 years ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆21Mar 6, 2022Updated 4 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
- multi agent RL for traffic light control in Sumo using distributed PPO☆142Jun 6, 2023Updated 2 years ago
- Highly-optimized spatially and temporally-blocked implementation of Diffusion 2D and 3D stencils for Intel FPGAs using OpenCL☆13Dec 25, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆187Feb 3, 2020Updated 6 years ago
- 🚗🚦 Introducing our Smart Adaptive Traffic Management System! 📷🧠 Using YOLO v8 object detection & CCTV cameras, we analyze real-time t…☆53Jun 11, 2024Updated last year
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14Dec 15, 2018Updated 7 years ago
- SUMO CAV deployment scenarios for [Gueriau and Dusparic 2020] paper presented at The 23rd IEEE International Conference on Intelligent Tr…☆21Sep 24, 2020Updated 5 years ago
- Traffic Lights Control with Deep Learning☆73Sep 9, 2022Updated 3 years ago
- Modeling and control of mixed traffic flow☆51Jul 17, 2024Updated last year
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Nov 17, 2020Updated 5 years ago