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Rename bdaiinstitute to rai-opensource (#6)
* Rename bdaiinstitute to rai-opensource * Remove repository from linkcheck_ignore
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CITATION.cff

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title: "Exploy: EXport and dePLOY Reinforcement Learning policies"
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date-released: 2026-03-11
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version: 0.1.0
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url: "https://github.com/bdaiinstitute/exploy"
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url: "https://github.com/rai-opensource/exploy"

README.md

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## Documentation
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Exploy's documentation is available at [bdaiinstitute.github.io/exploy][docs].
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Exploy's documentation is available at [rai-opensource.github.io/exploy][docs].
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To get started with the core concepts, refer to our step-by-step guides:
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- [**Exporter**][tutorial_exporter]:
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Learn to export an RL environment and policy to a self-contained ONNX file using `exploy.exporter.core`.
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- [**Controller**][tutorial_controller]:
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Learn to deploy a trained policy on a robot using the C++ controller with ONNX Runtime integration.
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[docs]: https://bdaiinstitute.github.io/exploy
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[tutorial_exporter]: https://bdaiinstitute.github.io/exploy/tutorial/exporter/exporter_tutorial.html
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[tutorial_controller]: https://bdaiinstitute.github.io/exploy/tutorial/controller/controller_tutorial.html
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[docs]: https://rai-opensource.github.io/exploy
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[tutorial_exporter]: https://rai-opensource.github.io/exploy/tutorial/exporter/exporter_tutorial.html
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[tutorial_controller]: https://rai-opensource.github.io/exploy/tutorial/controller/controller_tutorial.html
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## Installation and Usage
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the recommended approach is to install it directly from the git repository using `pip`:
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```bash
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pip install git+https://github.com/bdaiinstitute/exploy.git
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pip install git+https://github.com/rai-opensource/exploy.git
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```
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To install with additional dependencies for `IsaacLab` integration:
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```bash
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pip install "exploy[isaaclab]@git+https://github.com/bdaiinstitute/exploy.git"
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pip install "exploy[isaaclab]@git+https://github.com/rai-opensource/exploy.git"
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```
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### C++ Controller Library
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To consume the C++ controller library, use plain CMake commands to build and install it on your system (or to a custom prefix):
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```bash
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git clone https://github.com/bdaiinstitute/exploy.git
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git clone https://github.com/rai-opensource/exploy.git
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cd exploy
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cmake -S control/ -B build/ -DCMAKE_INSTALL_PREFIX=/path/to/install
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cmake --build build/ --parallel
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#### 1. Clone the repository
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```bash
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git clone https://github.com/bdaiinstitute/exploy.git
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git clone https://github.com/rai-opensource/exploy.git
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cd exploy
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```
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title = {Exploy: EXport and dePLOY Reinforcement Learning policies},
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month = {March},
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year = {2026},
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url = {https://github.com/bdaiinstitute/exploy}
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url = {https://github.com/rai-opensource/exploy}
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}
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```

docs/conf.py

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"footer_icons": [
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{
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"name": "GitHub",
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"url": "https://github.com/bdaiinstitute/exploy",
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"url": "https://github.com/rai-opensource/exploy",
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"html": '<svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 .67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46.55.38A8.013 8.013 0 0016 8c0-4.42-3.58-8-8-8z"></path></svg>',
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"class": "",
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},
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suppress_warnings = ["myst.xref_missing"]
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# Links that are valid but not yet publicly available (e.g. unreleased paths on GitHub)
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linkcheck_ignore = [
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# The repository is private; GitHub returns 404 for unauthenticated requests.
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r"https://github\.com/bdaiinstitute/exploy/",
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]
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linkcheck_ignore = []
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# GitHub renders anchors client-side, so Sphinx linkcheck cannot verify them.
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linkcheck_anchors_ignore_for_url = [

docs/tutorial/controller/controller_tutorial.md

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4. Load the ONNX model and run the closed-loop control cycle.
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> **Note:** A complete, runnable version of the code in this tutorial is available in
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> [`examples/controller/`](https://github.com/bdaiinstitute/exploy/tree/main/examples/controller/).
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> [`examples/controller/`](https://github.com/rai-opensource/exploy/tree/main/examples/controller/).
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> This tutorial explains the details behind that example step by step.
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>
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> **See also:** If you haven't exported your model yet, start with the

docs/tutorial/exporter/exporter_tutorial.md

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6. Validate the export by comparing ONNX outputs against the original environment.
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> **Note:** A complete, runnable version of the code in this tutorial is available as a test in
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> [`python/exploy/exporter/core/tests/test_export_environment.py`](https://github.com/bdaiinstitute/exploy/blob/main/python/exploy/exporter/core/tests/test_export_environment.py).
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> [`python/exploy/exporter/core/tests/test_export_environment.py`](https://github.com/rai-opensource/exploy/blob/main/python/exploy/exporter/core/tests/test_export_environment.py).
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> This tutorial explains the details behind that test step by step.
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## Prerequisites
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You can inspect the exported ONNX file using [Netron](https://github.com/lutzroeder/netron), an
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open-source viewer for neural network models. The screenshots below show the computational graphs
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produced by the export steps in this tutorial.
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The [unit test](https://github.com/bdaiinstitute/exploy/blob/main/python/exploy/exporter/core/tests/test_export_environment.py)
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The [unit test](https://github.com/rai-opensource/exploy/blob/main/python/exploy/exporter/core/tests/test_export_environment.py)
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runs on three different environments:
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- an environment that computes observations and uses an MLP actor

pyproject.toml

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isaaclab = ["isaaclab"]
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[project.urls]
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Changelog = "https://github.com/bdaiinstitute/exploy/releases"
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Documentation = "https://bdaiinstitute.github.io/exploy"
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Source = "https://github.com/bdaiinstitute/exploy"
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Tracker = "https://github.com/bdaiinstitute/exploy/issues"
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Changelog = "https://github.com/rai-opensource/exploy/releases"
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Documentation = "https://rai-opensource.github.io/exploy"
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Source = "https://github.com/rai-opensource/exploy"
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Tracker = "https://github.com/rai-opensource/exploy/issues"
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# ==========
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# uv support

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