sumo
There are 9 repositories under sumo topic.
flow-project / flow
Computational framework for reinforcement learning in traffic control
Language:Python 1022LucasAlegre / sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Language:Python 604AndreaVidali / Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
Language:Jupyter Notebook 374UCF-SST-Lab / UCF-SST-CitySim1-Dataset
Official github page of UCF SST CitySim Dataset
Language:Python 334- Language:C++ 278
1amageek / Sumo
Sumo is a library that prepares for fast upload for iOS. It is effective when uploading by selecting images continuously.
Language:Swift 241- Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
Ujwal2910 / Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
Language:Python 175 - Language:TeX 91
ms-van3t-devs / ms-van3t
A multi-stack, ETSI compliant, V2X framework for ns-3.
Language:C++ 91- Language:Python 80
seawee1 / driver-dojo
A benchmark towards generalizable reinforcement learning for autonomous driving.
Language:Python 60goshaQ / adaptive-tls
Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning
Language:Python 55bogaotory / docker-sumo
Containerised SUMO. Use sumo, sumo-gui and TraCI with Docker. :whale: :car:
- Language:Python 50
IndeedMiners / xmr-aeon-stak
Unified All-in-one Monero, Sumokoin, Aeon and other Cryptonote miner
Language:C++ 45mschrader15 / reinforcement-learning-sumo
Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework
Language:Python 42lcodeca / SUMOActivityGen
An Activity-based Multi-modal Mobility Scenario Generator for SUMO. This project is available in the Eclipse SUMO contributed tools section (https://github.com/eclipse/sumo/tree/master/tools/contributed) under the name SAGA (SUMO Activity GenerAtion).
Language:Python 32- Language:Python 31
mahmoudtaouti / RL_Highway_Merge
applying multi-agent reinforcement learning for highway-merging autonomous vehicles
Language:Python 29intelaligent / tctb
Traffic Control Test Bed
Language:Python 26GangSuUGA / StageLight
SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
Language:Jupyter Notebook 25arpan-kusari / Naturalistic-SUMO-Gym
We provide an open source software package for AV based simulation and testing running a docker container
Language:Python 24- Language:C++ 23
julesdehon / IntersectionControl
An environment-agnostic framework for comparing intersection control algorithms
Language:Python 22ofanan / SFC_migration
This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.
Language:Python 20AugmentedDesignLab / town-sim-py
Town growth simulator that creates road networks
Language:Jupyter Notebook 19DLR-TS / homebrew-sumo
Homebrew tap for SUMO simulation software
Language:Ruby 19ngctnnnn / DRL_Traffic-Signal-Control
Investigating Q-Learning and DQN variants for Traffic Signal Control problem
Language:C++ 19tkn-tub / serpentine-env
VANET simulation using Veins-Gym to combine Veins with Reinforcement Learning
Language:C++ 19- Language:C++ 18
naveenrj98 / Security_Attacks_VANET
Detection adn Prevention of Security attack in VANET simulation using SUMO, NS3
Language:Java 17- Language:Python 17
GuillaumeDMMarion / traffic-lights
Keras+Tensorflow reinforcement learning on SUMO traffic light systems
Language:Python 16CoyoteProd / libsumo.net
C# Open Source library to control Parrot's Jumping Minidrones
Language:C# 15- Language:Python 14
