traffic-signal-control
There are 4 repositories under traffic-signal-control topic.
cityflow-project / CityFlow
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
Language:C++ 740LucasAlegre / sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Language:Python 609- DI-smartcross
opendilab / DI-smartcross
Decision Intelligence platform for Traffic Crossing Signal Control
Language:Python 209 multi-commander / Multi-Commander
Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem
Language:Python 111NickHan-cs / Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
GangSuUGA / StageLight
SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
Language:Jupyter Notebook 25ngctnnnn / DRL_Traffic-Signal-Control
Investigating Q-Learning and DQN variants for Traffic Signal Control problem
Language:C++ 19Traffic-Alpha / LLM-Assisted-Light
This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments".
Language:Python 19wmn7 / Universal-Light
This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".
Language:Python 14Desny / traffic_light_rl
Integrate AutoRL into DQN to implement a single traffic signal control system.
Language:Python 13- Language:Python 10
rChimisso / 2WSI-RL
Study on the application of reinforcement learning to the management of a traffic light intersection.
Language:Python 9RituPande / DQL-TSC
Adaptive traffic signal control using deep reinforcement learning built using SUMO
Language:Python 6alexniarchos / smart-traffic-lights
This project is a part of my Master's thesis and aims to improve traffic flow and reduce delays with the power of AI.
Language:Python 3manikajain11 / Traffic-Signal-Controller
Designing and Modelling of an Intelligent Traffic Signal Controller using FSM in Verilog HDL
Language:Verilog 3thoth-ml / DRL_Traffic-Signal-Control
Investigating Q-Learning and DQN variants for Traffic Signal Control problem
Language:C++ 2kesharwanisourabh / Density-Based-Traffic-Signal-System
The arduino code for the desity based traffic signal system
- Language:Jupyter Notebook 1
xinyufei / ctm-signal-opt-sharing
Algorithm for distributed traffic signal control
Language:Python 1Merlin-A / Green-Corridor
IoT based Traffic Signals, developed to be implemented in special conditions to manipulate the Traffic Lights during a Green Coridor
Language:C++ 0praneethravuri / traffic-congestion-reduction-with-SARSA
The "Traffic Congestion Reduction with SARSA" applies SARSA reinforcement learning for efficient urban traffic and pedestrian management, incorporating simulation, algorithmic implementation, and evaluation to enhance safety and reduce congestion.
Language:Python 0Wikkiee / Traffic-Signal-Embedded-System
🚦 Smart Traffic Signal System with Vehicle Detection using Arduino! 🚗 Optimizes traffic flow with dynamic signal adjustments. Two Arduino UNO boards orchestrate the magic. Simulated on Tinkercad for easy testing. 🌐
Language:C++ 0Mahdijamebozorg / Traffic-Signal_Control-with-RL-YOLOv9-Surveillance-Camera
Traffic Signal Controll by Tracking, counting and speed estimation of vehicles on surveillance cameras using YOLO v9 and Reinforcement Learning
Language:Jupyter Notebook
