sinergym

Simulation framework

An environment framework for reinforcement learning simulation and control using EnergyPlus

Gym environment for building simulation and control using reinforcement learning

GitHub

134 stars
7 watching
36 forks
Language: Python
last commit: 5 days ago
Linked from 1 awesome list

building-controlbuilding-energybuildingsenergyplusframeworkpythonreinforcement-learningreinforcement-learning-environmentssimulation

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
robinhenry/gym-anm A framework for designing reinforcement learning environments modeling Active Network Management tasks in electricity distribution networks 140
intelligent-environments-lab/citylearn A reinforcement learning environment for simulating energy management in buildings and neighborhoods. 478
adgefficiency/energy-py A reinforcement learning framework for optimizing energy systems 175
architecture-building-systems/rc_buildingsimulator Simulates energy dynamics in buildings using a simplified model 96
marvinler/pypownet A simulator for power networks that incorporates reinforcement learning and visualization. 111
kengz/slm-lab A comprehensive framework for deep reinforcement learning using PyTorch. 1,256
renewables-ninja/gsee A Python-based library for fast and easy solar energy simulations. 122
klabum/pystorms A simulation sandbox for evaluating and designing stormwater control algorithms 30
project-dc/pygeneses A PyTorch-based framework for training and studying artificial species in bio-inspired environments 72
nrel/ochre A Python-based tool for modeling flexible loads in residential buildings 44
farama-foundation/gymnasium-robotics A collection of robotic simulation environments for reinforcement learning 570
upb-lea/openmodelica-microgrid-gym A software package for simulating and optimizing microgrid control using reinforcement learning algorithms 184
lupoglaz/godotaigym Enables training of reinforcement learning models with PyTorch on Godot Engine using shared memory 214
oemof/oemof-solph Generates models for energy system analysis and optimization. 303
arras-energy/gridlabd A simulator for modeling power grid behavior and optimizing energy distribution 6