Elcampeoncr7 / Smart-Traffic-Light-Management-SystemView external linksLinks
Smart Traffic Light Management System employs SUMO and reinforcement learning to dynamically optimize signal timings, reducing congestion and enhancing traffic flow at San Jose downtown. Adapting to real-time patterns, the system efficiently minimizes delays, elevating the overall urban mobility experience
☆23Nov 29, 2023Updated 2 years ago
Alternatives and similar repositories for Smart-Traffic-Light-Management-System
Users that are interested in Smart-Traffic-Light-Management-System are comparing it to the libraries listed below
Sorting:
- Smart Traffic Management System which changes window time of green light based on density of vehicles.☆16Jul 29, 2019Updated 6 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
- The traffic light duration is calculated using a model calculating weighted mean of the following factors :- a) The congestion coefficien…☆43Mar 18, 2019Updated 6 years ago
- Deals with an idea to Remove Traffic Congestion in metropolitan cities and maintain smooth flow of traffic thereby reducing Traffic Jams.☆50Aug 21, 2021Updated 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
- 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
- This repo contains simulation code of smart traffic management system project☆17Feb 5, 2024Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- REALTIME EFFICIENT TRAFFIC MONITORING☆34Mar 22, 2021Updated 4 years ago
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆13Mar 5, 2022Updated 3 years ago
- 🎥 AI-powered webinar platform with live streaming, smart breakout rooms, and autonomous sales agents.☆12Jun 21, 2025Updated 7 months ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 7 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
- SUMO Scenario Generator is a web application that generates and downloads the necessary files to start a basic road traffic simulation in…☆12Jun 25, 2020Updated 5 years ago
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 3 years ago
- 交通信号灯单路口控制☆13Sep 7, 2019Updated 6 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆51Mar 22, 2021Updated 4 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆15May 5, 2023Updated 2 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 10 months ago
- Optimal-Control-for-Connected-and-Autonomous-Vehicles-at-Signal-Free-Intersection.☆15Dec 21, 2023Updated 2 years ago
- ☆14Mar 27, 2023Updated 2 years ago
- Optimizing traffic flow and reducing congestion through an intelligent traffic signal switching algorithm.☆22Apr 28, 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
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆15Feb 21, 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
- Swahili bible in JSON and XML☆14Jun 22, 2021Updated 4 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated last year
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆16May 2, 2022Updated 3 years ago
- This is an complete Ecommerce Website I built. It has a product recommendation system to assist customers to make informed choices while …☆12Aug 28, 2020Updated 5 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 5 years ago
- An implementation of the traffic simulation optimisation with reinforcement learning, with FLOW and SUMO.☆17Jan 15, 2021Updated 5 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- SwahiLib - Kamusi ya Kiswahili: Kiswahili kitukuzwe (Swahili Dictionary)☆20Jun 2, 2025Updated 8 months ago
- A clean and minimal implementation of PPO (Proximal Policy Optimization) algorithm in Pytorch, for continuous action spaces.☆19Jan 3, 2023Updated 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
- 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
- IPDALight for traffic signal control☆19Mar 18, 2024Updated last year
- 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