PowerGridworld
PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969
File Explorer
- codeql-analysis.yml
- main.yml
- building.ipynb
- energy-storage.ipynb
- ev-charging.ipynb
- multi-component-building.ipynb
- multiagent-heterogeneous.ipynb
- multiagent-list-interface-wrapper.ipynb
- multiagent-multi-component.ipynb
- multiagent-single-component.ipynb
- pv.ipynb
- .gitignore
- README.md
- train.py
- args.py
- README.md
- train.py
- train.sh
- .gitignore
- README.md
- requirements.txt
- README.md
- exogenous_data.csv
- state_space_model.p
- __init__.py
- defaults.py
- five_zone_rom_dynamics.py
- five_zone_rom_env.py
- obs_space.py
- __init__.py
- energy_storage_env.py
- constant.csv
- off-peak.csv
- pv_profile.csv
- __init__.py
- pv_profile_env.py
- __init__.py
- ev_charging_env.py
- vehicles.csv
- __init__.py
- annual_hourly_load_profile.csv
- IEEE13Node_BusXY.csv
- IEEE13Nodeckt.dss
- IEEELineCodes.dss
- __init__.py
- opendss.py
- powerflow.py
- __init__.py
- buildings.py
- heterogeneous.py
- __init__.py
- base.py
- log.py
- multiagent_env.py
- multiagent_list_interface_env.py
- utils.py
- default_experiment_agrewards.pkl
- default_experiment_ploss.pkl
- default_experiment_qloss.pkl
- default_experiment_rewards.pkl
- default_experiment_vvio.pkl
- fig2.png
- plot_learning_curves.py
- README.md
- .gitignore
- params.json
- progress.csv
- args.py
- fig3.png
- plots.ipynb
- README.md
- train.py
- __init__.py
- conftest.py
- test_building.py
- test_energy_storage.py
- test_ev_charging.py
- test_pv.py
- conftest.py
- test_opendss.py
- __init__.py
- conftest.py
- README.md
- test_multiagent_env.py
- test_multicomponent_env.py
- .gitignore
- LICENSE
- pyproject.toml
- README.md
- setup.py
# Use via CDN
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Command Glossary
Commands referenced in this DOCs, explained below.
git clone
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git clone
Clone an existing repository.
git clone {{remote_repository_location}} {{path/to/directory}}
Clone an existing repository into a new directory (the default directory is the repository name):
git clone --recursive {{remote_repository_location}}
Clone an existing repository and its submodules:
git clone {{[-n|--no-checkout]}} {{remote_repository_location}}
Clone only the `.git` directory of an existing repository:
pytest
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pytest
Run Python tests.
pytest {{path/to/test_file1.py path/to/test_file2.py ...}}
Run tests from specific files:
pytest -k {{expression}}
Run tests with names matching a specific [k]eyword expression:
pytest {{[-x|--exitfirst]}}
Exit as soon as a test fails or encounters an error:
uv pip
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uv pip
Provides pip-like commands for installing, uninstalling, and managing packages.
uv pip install {{package}}
Install a package:
uv pip install {{[-r|--requirements]}} {{requirements.txt}}
Install packages from a requirements file:
uv pip install {{package==1.2.3}}
Install a package with a specific version:
uv sync
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uv sync
Update the project's environment to match the lockfile.
uv sync
Sync the project environment with the lockfile:
uv sync --all-extras
Sync and include all optional dependencies:
uv sync --extra {{extra_name}}
Sync with specific optional dependencies:
uv venv
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uv venv
Create an isolated Python environment for installing packages.
uv venv
Create a virtual environment in the default location (`.venv`):
uv venv {{path/to/venv}}
Create a virtual environment at a specific path:
uv venv {{[-p|--python]}} {{3.12}}
Create using a specific Python version:
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