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ll-nick authored Nov 19, 2024
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180 changes: 168 additions & 12 deletions README.md
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# Arbitration Graphs

![Latest Release](https://img.shields.io/github/v/release/KIT-MRT/arbitration_graphs?color=green)
![License](https://img.shields.io/github/license/KIT-MRT/arbitration_graphs)
![Unit Test Status](https://img.shields.io/github/actions/workflow/status/KIT-MRT/arbitration_graphs/run-unit-tests.yaml?branch=main&label=tests)
[![Latest Release](https://img.shields.io/github/v/release/KIT-MRT/arbitration_graphs?color=green)](https://github.com/KIT-MRT/arbitration_graphs/releases)
[![License](https://img.shields.io/github/license/KIT-MRT/arbitration_graphs)](./LICENSE)
[![Unit Test Status](https://img.shields.io/github/actions/workflow/status/KIT-MRT/arbitration_graphs/run-unit-tests.yaml?branch=main&label=tests)](https://github.com/KIT-MRT/arbitration_graphs/actions/workflows/run-unit-tests.yaml?query=branch%3Amain)

**Hierarchical behavior models for complex decision-making and behavior generation in robotics!**

Expand Down Expand Up @@ -32,6 +32,10 @@ TODO: add example arbitration graph from robotics (with POMDP, RL methods)
Use tightly integrated verifiers to ensure that only safe and valid behavior commands are executed.
- 🪂 **Graceful Degradation**
Your behavior is unreliable or unsafe? Arbitrators will gracefully fall back to the next-best option.
- 📦 **Header-Only**
Simple integration – just include this header-only C++ library!
- 📜 **Permissive License**
Published under MIT license to ensure maximum flexibility for your projects.


## Demo
Expand Down Expand Up @@ -73,18 +77,27 @@ We will shortly add a [tutorial](https://github.com/KIT-MRT/arbitration_graphs/p

## Installation

### Prerequisites
The `arbitration_graphs` library consists of two parts
- **Core**
This is what it's all about – base classes for arbitrators and behavior components, implementations of various arbitration schemes, behavior verification, …
- **GUI** *optional*
Draws a live visual representation of the arbitration state (full graph, currently active behavior, current costs of behaviors, …) in a WebApp GUI. Supports SVG export as the one above (great for publications).

<details>
<summary>Prerequisites</summary>

First make sure all dependencies are installed:
- [glog](https://github.com/google/glog)
- [Googletest](https://github.com/google/googletest) (optional, if you want to build unit tests)
- [yaml-cpp](https://github.com/jbeder/yaml-cpp)
- [util_caching](https://github.com/KIT-MRT/util_caching)
- [yaml-cpp](https://github.com/jbeder/yaml-cpp)
- [Googletest](https://github.com/google/googletest) (optional, if you want to build unit tests)
- [Crow](https://crowcpp.org) (optional, needed for GUI only)

See also the [`Dockerfile`](./Dockerfile) for how to install these packages under Debian or Ubuntu.
</details>

### Installation using Debian package (recommended)
<details>
<summary>Installation using Debian package (recommended)</summary>

We provide a Debian package for easy installation on Debian-based distributions.
Download the latest `.deb` packages for the [core library](https://github.com/KIT-MRT/arbitration_graphs/releases/latest/download/libarbitration-graphs-core-dev.deb)
Expand All @@ -94,8 +107,26 @@ and optionally for [the gui](https://github.com/KIT-MRT/arbitration_graphs/relea
sudo dpkg -i libarbitration-graphs-core-dev.deb
sudo dpkg -i libarbitration-graphs-gui-dev.deb
```
</details>

### Using Docker image with pre-installed library
<details>
<summary>Installation from .zip/.tar.gz</summary>

As this is a header-only library, no platform-specific compilation is needed.
So, you can also install the files directly from our release [`.zip` or `.tar.gz` archives](https://github.com/KIT-MRT/arbitration_graphs/releases/latest):

```bash
tar xf arbitration_graphs-core.tar.gz --directory=/
tar xf arbitration_graphs-gui.tar.gz --directory=/
```

This installs into `/usr/[include,lib,share]/arbitration_graphs`.
Please read [Serving the WebApp GUI](#serving-the-webapp-gui) below, if you consider custom installation paths and want to use the GUI.

</details>

<details>
<summary>Using Docker image with pre-installed library</summary>

We provide a Docker image with the library and all dependencies already installed globally.

Expand All @@ -110,8 +141,10 @@ So, it can be easily loaded with CMake:
find_package(arbitration_graphs REQUIRED)
```

</details>

### Building from source using CMake
<details>
<summary>Building from source using CMake</summary>

Clone the repository:

Expand All @@ -132,10 +165,13 @@ sudo cmake --install .

In order to skip compiling the GUI, use `cmake -DBUILD_GUI=false ..` instead.

</details>


## Development

### Using Docker image
<details>
<summary>Using Docker image</summary>

Clone the repository and run the development image

Expand All @@ -149,8 +185,11 @@ docker compose run --rm arbitration_graphs_devel
This mounts the source into the container's `/home/blinky/arbitration_graphs` folder.
There, you can edit the source code, compile and run the tests etc.

</details>

### Compiling unit tests

<details>
<summary>Compiling unit tests</summary>

In order to compile with tests define `BUILD_TESTS=true`
```bash
Expand All @@ -166,8 +205,11 @@ Run all unit tests with CTest:
cmake --build . --target test
```

</details>


### Serving the WebApp GUI
<details>
<summary>Serving the WebApp GUI</summary>

The GUI consists of
- a web server with static WebApp files, see [`gui/app`](./gui/app)
Expand All @@ -183,3 +225,117 @@ If you intend to override these, please use the `APP_DIRECTORY` environment vari
```
APP_DIRECTORY=/my/custom/app/path my_awesome_executable
```

</details>


## Contributors

This library and repo has been crafted with ❤️ by

**Christoph Burger**
&nbsp;
<a href="https://github.com/ChristophBurger89" aria-label="View GitHub profile">
<img class="github-logo" style="height:1em; position: relative; top:.2em" src="docs/assets/img/github-mark-white.svg" alt="GitHub Invertocat"/>
ChristophBurger89
</a>
&nbsp;
<a href="https://www.linkedin.com/in/christoph-burger" aria-label="View LinkedIn profile">
<img style="height:1em; position: relative; top:.2em" src="docs/assets/img/[email protected]" alt="LinkedIn logo"/>
christoph-burger
</a>
&nbsp;
<a href="https://orcid.org/0009-0002-9147-8749" aria-label="View ORCID record">
<img style="height:1em; position: relative; top:.2em" src="docs/assets/img/ORCID-iD_icon_vector.svg" alt="ORCID iD"/>
0009-0002-9147-8749
</a><br>
**Nick Le Large**
&nbsp;
<a href="https://github.com/ll-nick" aria-label="View GitHub profile">
<img class="github-logo" style="height:1em; position: relative; top:.2em" src="docs/assets/img/github-mark-white.svg" alt="GitHub Invertocat"/>
ll-nick
</a>
&nbsp;
<a href="https://www.linkedin.com/in/nick-le-large" aria-label="View LinkedIn profile">
<img style="height:1em; position: relative; top:.2em" src="docs/assets/img/[email protected]" alt="LinkedIn logo"/>
nick-le-large
</a>
&nbsp;
<a href="https://orcid.org/0009-0006-5191-9043" aria-label="View ORCID record">
<img style="height:1em; position: relative; top:.2em" src="docs/assets/img/ORCID-iD_icon_vector.svg" alt="ORCID iD"/>
0009-0006-5191-9043
</a><br>
**Piotr Spieker**
&nbsp;
<a href="https://github.com/orzechow" aria-label="View GitHub profile">
<img class="github-logo" style="height:1em; position: relative; top:.2em" src="docs/assets/img/github-mark-white.svg" alt="GitHub Invertocat"/>
orzechow
</a>
&nbsp;
<a href="https://www.linkedin.com/in/piotr-spieker" aria-label="View LinkedIn profile">
<img style="height:1em; position: relative; top:.2em" src="docs/assets/img/[email protected]" alt="LinkedIn logo"/>
piotr-spieker
</a>
&nbsp;
<a href="https://orcid.org/0000-0002-0449-3741" aria-label="View ORCID record">
<img style="height:1em; position: relative; top:.2em" src="docs/assets/img/ORCID-iD_icon_vector.svg" alt="ORCID iD"/>
0000-0002-0449-3741
</a>

Christoph and Piotr coded the core in a pair-programming session.
Piotr also contributed the GUI and GitHub Page.
Nick implemented the awesome PacMan demo and tutorial, with drafting support by Christoph, reviews and finetuning by Piotr.

The repository is maintained by Piotr Spieker&nbsp;
<a href="https://github.com/orzechow" aria-label="View GitHub profile">
<img class="github-logo" style="height:1em; position: relative; top:.2em" src="docs/assets/img/github-mark-white.svg" alt="GitHub Invertocat"/>
orzechow
</a>
and
Nick Le Large&nbsp;
<a href="https://github.com/ll-nick" aria-label="View GitHub profile">
<img class="github-logo" style="height:1em; position: relative; top:.2em" src="docs/assets/img/github-mark-white.svg" alt="GitHub Invertocat"/>
ll-nick
</a>.


## Citation

If you use arbitration graphs in your research, we would be pleased if you cite our work:

```bibtex
@misc{spieker2024ArbitrationGraphs,
title={Better Safe Than Sorry: Enhancing Arbitration Graphs for Safe and Robust Autonomous Decision-Making},
author={Piotr Spieker and Nick Le Large and Martin Lauer},
year={2024},
eprint={2411.10170},
eprinttype = {arXiv},
archivePrefix={arXiv},
primaryClass={cs.RO},
doi = {10.48550/arXiv.2411.10170},
url={https://arxiv.org/abs/2411.10170},
}
@inproceedings{orzechowski2020ArbitrationGraphs,
title = {Decision-{{Making}} for {{Automated Vehicles Using}} a {{Hierarchical Behavior-Based Arbitration Scheme}}},
booktitle = {Intelligent {{Vehicles Symposium}}},
author = {Orzechowski, Piotr F. and Burger, Christoph and Lauer, Martin},
date = {2020-10},
pages = {767--774},
publisher = {IEEE},
location = {Las Vegas, NV, USA},
issn = {2642-7214},
doi = {10.1109/IV47402.2020.9304723},
}
@article{lauer2010CognitiveConceptsAutonomous,
title = {Cognitive Concepts in Autonomous Soccer Playing Robots},
author = {Lauer, Martin and Hafner, Roland and Lange, Sascha and Riedmiller, Martin},
date = {2010},
journaltitle = {Cognitive Systems Research},
volume = {11},
number = {3},
pages = {287--309},
doi = {10.1016/j.cogsys.2009.12.003},
}
```
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// Add table of contents navbar
@import 'toc';

img.github-logo {
content: url(/docs/assets/img/github-mark.svg);
}
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