YangyangFu / fmu_drl_docker
Docker file for OpenAI gym, pyTorch and jModelica. This is the virtual environment for deep reinforcement learning control on a Modelica/EnergyPlus environment.
☆9Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for fmu_drl_docker
- Modelica models integration with Open AI Gym☆78Updated 2 years ago
- Dockerfile that is used for the JModelica regression testing of the Buildings library and of BuildingsPy☆16Updated 11 months ago
- Dymola Reinforcement Learning (dymrl) is a OpenAI Gym environment for Modelica models.☆25Updated 6 years ago
- Modelica library for simulation of Clausius-Rankine (ClaRa) cycles in power plants☆17Updated last year
- Python scripts for interaction with Modelica☆20Updated last week
- Gym Interface Wrapper for Simulink Models☆14Updated last year
- Physically Consistent Neural Networks☆15Updated last year
- A precocial reinforcement learning solution for HVAC control☆52Updated 3 years ago
- ☆43Updated last month
- 📊 Extension of the CombiTable look-up table blocks of the Modelica Standard Library to additionally support cubic interpolation and read…☆16Updated 2 weeks ago
- Multiple Shooting Model Predictive Control Framework☆15Updated 5 years ago
- Module to command Dymola from python☆11Updated 7 years ago
- ☆24Updated 9 months ago
- The Advanced Controls Test Bed (ACTB) is a virtual buildings test bed that interfaces external controllers to high-fidelity Spawn of Ener…☆27Updated 7 months ago
- Open-source platform for model predictive control (MPC) in buildings.☆116Updated last year
- Model-based Reinforcement Learning for Building HVAC Control☆29Updated last year
- ☆42Updated last year
- ☆18Updated 2 years ago
- Modelica to JSON Parser☆22Updated 3 weeks ago
- Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control☆44Updated 2 years ago
- Python package for state and parameter estimation☆33Updated 4 years ago
- ☆20Updated 3 years ago
- OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids☆184Updated 2 years ago
- JModelica is a software platform based on the Modelica modeling language for modeling, simulating, optimizing and analyzing complex dynam…☆60Updated 5 months ago
- Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in …☆65Updated 2 years ago
- A Python tool for distributed model-based predictive control of energy suppy chains☆14Updated 4 months ago
- A flexible framework to model power systems and benchmark safe controllers☆12Updated last month
- FMI-compliant Model Estimation in Python☆48Updated 2 years ago
- A multipurpose, easy-to-use Model Predictive Control design and simulation code☆16Updated 2 months ago
- Programmatically modify exiting Modelica files using Python!☆20Updated last week