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adam | ||
==== | ||
**Automatic Differentiation for rigid-body-dynamics AlgorithMs** | ||
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**adam** implements a collection of algorithms for calculating rigid-body dynamics for **floating-base** robots, in _mixed_ and _body fixed representations_ (see [Traversaro's A Unified View of the Equations of Motion used for Control Design of Humanoid Robots](https://www.researchgate.net/publication/312200239_A_Unified_View_of_the_Equations_of_Motion_used_for_Control_Design_of_Humanoid_Robots)) using: | ||
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- [Jax](https://github.com/google/jax) | ||
- [CasADi](https://web.casadi.org/) | ||
- [PyTorch](https://github.com/pytorch/pytorch) | ||
- [NumPy](https://numpy.org/) |
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# Configuration file for the Sphinx documentation builder. | ||
# | ||
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# For the full list of built-in configuration values, see the documentation: | ||
# https://www.sphinx-doc.org/en/master/usage/configuration.html | ||
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# -- Project information ----------------------------------------------------- | ||
# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information | ||
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# get release version from the git tag | ||
import subprocess | ||
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project = "adam" | ||
copyright = "2024, Artificial and Mechanical Intelligence Lab" | ||
author = "Artificial and Mechanical Intelligence Lab" | ||
release = subprocess.check_output(["git", "describe", "--tags"]).strip().decode("utf-8") | ||
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# -- General configuration --------------------------------------------------- | ||
# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration | ||
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extensions = [ | ||
"sphinx.ext.duration", | ||
"sphinx.ext.doctest", | ||
"sphinx.ext.autodoc", | ||
"sphinx.ext.autosummary", | ||
"sphinx.ext.intersphinx", | ||
"sphinx.ext.napoleon", | ||
] | ||
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intersphinx_mapping = { | ||
"python": ("https://docs.python.org/3/", None), | ||
"sphinx": ("https://www.sphinx-doc.org/en/master/", None), | ||
} | ||
intersphinx_disabled_domains = ["std"] | ||
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templates_path = ["_templates"] | ||
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# -- Options for HTML output ------------------------------------------------- | ||
# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output | ||
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language = "en" | ||
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html_theme = "sphinx_book_theme" | ||
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# -- Options for EPUB output | ||
epub_show_urls = "footnote" |
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.. adam documentation master file, created by | ||
sphinx-quickstart on Thu Jun 27 18:50:44 2024. | ||
You can adapt this file completely to your liking, but it should at least | ||
contain the root `toctree` directive. | ||
adam | ||
================================ | ||
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A library for rigid-body dynamics in robotics. | ||
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**adam** implements a collection of algorithms for calculating rigid-body dynamics for **floating-base** robots, in _mixed_ and _body fixed representations_ (see [Traversaro's A Unified View of the Equations of Motion used for Control Design of Humanoid Robots](https://www.researchgate.net/publication/312200239_A_Unified_View_of_the_Equations_of_Motion_used_for_Control_Design_of_Humanoid_Robots)) using: | ||
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- [Jax](https://github.com/google/jax) | ||
- [CasADi](https://web.casadi.org/) | ||
- [PyTorch](https://github.com/pytorch/pytorch) | ||
- [NumPy](https://numpy.org/) | ||
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**adam** employs the **automatic differentiation** capabilities of these frameworks to compute, if needed, gradients, Jacobian, Hessians of rigid-body dynamics quantities. This approach enables the design of optimal control and reinforcement learning strategies in robotics. | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
:caption: Contents: | ||
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Indices and tables | ||
================== | ||
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- :ref:`genindex` | ||
- :ref:`modindex` | ||
- :ref:`search` |
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version: "2" | ||
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build: | ||
os: "ubuntu-22.04" | ||
tools: | ||
python: "3.10" | ||
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python: | ||
install: | ||
- requirements: docs/requirements.txt | ||
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sphinx: | ||
configuration: docs/source/conf.py |