cityflow-project/CityFlow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

Language: C++ - Size: 332 KB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 853 - Forks: 179

LucasAlegre/sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Language: Python - Size: 41.2 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 816 - Forks: 214

opendilab/DI-smartcross

Decision Intelligence platform for Traffic Crossing Signal Control

Language: Python - Size: 9.04 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 236 - Forks: 4

multi-commander/Multi-Commander

Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

Language: Python - Size: 112 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 110 - Forks: 28

NickHan-cs/Spatio-Temporal-Data-Mining-Survey

Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.

Size: 243 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 71 - Forks: 12

Traffic-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 - Size: 7.86 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 7

wmn7/Universal-Light

This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".

Language: Python - Size: 10.2 MB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 24 - Forks: 4

ngctnnnn/DRL_Traffic-Signal-Control

Investigating Q-Learning and DQN variants for Traffic Signal Control problem

Language: C++ - Size: 499 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 2

Traffic-Alpha/CCDA-Light

Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"

Language: Python - Size: 5.89 MB - Last synced at: 15 days ago - Pushed at: 10 months ago - Stars: 9 - Forks: 0

LincolnVS/explainable-drl-traffic-lights

Language: Python - Size: 70.4 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 3

rbokade/pytsc

Documentation:

Language: Python - Size: 38.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 0

Desny/traffic_light_rl

Integrate AutoRL into DQN to implement a single traffic signal control system.

Language: Python - Size: 680 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

rChimisso/2WSI-RL

Study on the application of reinforcement learning to the management of a traffic light intersection.

Language: Python - Size: 81.7 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

praneethravuri/traffic-congestion-reduction-with-SARSA

This model 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 - Size: 15.5 MB - Last synced at: 24 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 1

Traffic-Alpha/TSC-DelayLight

Scalable Reinforcement Learning Framework for Traffic Signal Control under Communication Delays

Language: Python - Size: 2.15 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

manikajain11/Traffic-Signal-Controller

Designing and Modelling of an Intelligent Traffic Signal Controller using FSM in Verilog HDL

Language: Verilog - Size: 1.14 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

Traffic-Alpha/VLM-TSC

Language: Python - Size: 703 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Mahdijamebozorg/Traffic-Signal_Control-with-RL-YOLOv9-Surveillance-Camera Fork of sankalpvarshney/Track-And-Count-Object-using-YOLO

Traffic Signal Controll by Tracking, counting and speed estimation of vehicles on surveillance cameras using YOLO v9 and Reinforcement Learning

Language: Jupyter Notebook - Size: 8.95 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

alexniarchos/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 - Size: 1020 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Lafifi-24/traffic-signal-managment

Language: Jupyter Notebook - Size: 6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Wenlu057/pairuplight

[ICDCS 2025] PairUpLight: A Multi-agent Reinforcement Learning Approach for Coordinated Multi-intersection Traffic Signal Control

Language: Python - Size: 93.8 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

Vijay-Kumavat/Traffic-Signal-Management

The provided Blazor code implements a Traffic Signal Management system featuring two sections: the Traffic Analyzer and Global Configuration. The Traffic Analyzer displays real-time traffic information, including current and next open directions, remaining time, and selected direction, with dynamically changing button colors indicating intervals.

Language: HTML - Size: 1.11 MB - Last synced at: 27 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Wikkiee/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++ - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Merlin-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++ - Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0