A smart traffic light control system using DQN reinforcement learning model, trained on simulated traffic data generated by SUMO and deployed in real-world environments with cameras, OpenCV, and YOLOv5 for object detection.
☆10May 10, 2024Updated last year
Alternatives and similar repositories for -Smart-Traffic-Light-Control-System
Users that are interested in -Smart-Traffic-Light-Control-System are comparing it to the libraries listed below
Sorting:
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 2 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆17Nov 22, 2023Updated 2 years ago
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆13Mar 5, 2022Updated 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 3 years ago
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 4 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
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆42Nov 24, 2024Updated last year
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- Smart Traffic Light Management System employs SUMO and reinforcement learning to dynamically optimize signal timings, reducing congestion…☆24Nov 29, 2023Updated 2 years ago
- stm32无人超市系统项目☆14Jun 4, 2024Updated last year
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- SUMO Tutorial, including net, route, traffic light, detector, sumolib and traci.☆23Aug 16, 2022Updated 3 years ago
- 23电赛e题视觉识别K230代码☆13Jun 9, 2025Updated 8 months ago
- Optimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficient…☆38May 16, 2024Updated last year
- stable-baselines3 reinforcement learning on SUMO traffic light system☆25Nov 9, 2024Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 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
- 🎥 AI-powered webinar platform with live streaming, smart breakout rooms, and autonomous sales agents.☆12Jun 21, 2025Updated 8 months ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated 11 months ago
- Blockchain based Identity Management and Verification System☆10Nov 25, 2022Updated 3 years ago
- PLC以及MCGS课程设计项目☆10Apr 20, 2024Updated last year
- Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove th…☆88Sep 9, 2019Updated 6 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Python+OpenCV实现眼动追踪☆11Mar 19, 2020Updated 5 years ago
- ☆12Aug 21, 2023Updated 2 years ago
- Vehicle counting system with YOLOv8 and DeepSORT☆10Aug 23, 2023Updated 2 years ago
- ☆12Jan 22, 2022Updated 4 years ago
- ☆12Nov 27, 2012Updated 13 years ago
- 考勤管理系统☆10Apr 9, 2024Updated last year
- Tailwind, AlpineJs, Livewire, Laravel Stack Payroll Management☆14Dec 18, 2023Updated 2 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 8 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
- ☆12Apr 4, 2024Updated last year
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 3 years ago
- Agency Website Using React☆16Jun 26, 2024Updated last year
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆14Oct 2, 2021Updated 4 years ago
- Deep-Learning-Lane-line-detection☆12Jun 24, 2020Updated 5 years ago
- DQN related algorithms☆10Mar 5, 2023Updated 2 years ago
- Condo Rentals is a real estate listing marketplace for short let and long term homestay experiences inspired by Airbnb. Developed using R…☆14Mar 8, 2025Updated 11 months ago