gym-electric-motor

Motor simulator

A Python toolbox for simulating and controlling electric motors with a focus on reinforcement learning and classical control.

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

GitHub

303 stars
22 watching
67 forks
Language: Python
last commit: 6 days ago
Linked from 1 awesome list

benchmarkconverterselectric-driveelectrical-engineeringgym-environmentmachinelearningmotor-modelsopenaiopenai-gymopenai-gym-environmentspmsmreinforcement-learning

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
upb-lea/openmodelica-microgrid-gym A software package for simulating and optimizing microgrid control using reinforcement learning algorithms 184
upb-lea/fem_magnetics_toolbox A toolbox for simulating and analyzing power electronic magnetic components using finite element methods. 66
stavrosorf/ev2gym A simulation environment for optimizing electric vehicle charging and grid management 48
robinhenry/gym-anm A framework for designing reinforcement learning environments modeling Active Network Management tasks in electricity distribution networks 140
upb-lea/electricgrid.jl A Julia-based framework for modeling and simulating electric grid dynamics with support for control options and reinforcement learning agents. 33
upb-lea/pygeckocircuits2 A Python wrapper around a circuit simulation tool 5
byucamacholab/emepy A tool for simulating EM fields using neural networks to accelerate computation 34
pybamm-team/pybamm A software package for creating and solving complex differential equations used in battery modeling 1,114
nicrusso7/rex-gym Training an open-source quadruped robot to perform domestic and generic tasks using reinforcement learning and OpenAI Gym. 988
ibpsa/project1-boptest-gym An OpenAI-Gym environment designed to test and benchmark reinforcement learning algorithms for building energy management 43
mpschrader/gym-sokoban An OpenAI Gym environment for solving the Sokoban puzzle game 331
marvinler/pypownet A simulator for power networks that incorporates reinforcement learning and visualization. 111
pybamm-team/liionpack A tool for simulating battery pack behavior in one dimension using the PyBaMM framework 90
intelligent-environments-lab/citylearn A reinforcement learning environment for simulating energy management in buildings and neighborhoods. 478
shakenes/vizdoomgym A wrapper around ViZDoom environments to integrate them with OpenAI Gym 66