.. AMLGym: benchmarking action model learning. documentation master file, created by
   sphinx-quickstart on Fri Oct 24 14:18:00 2025.
   You can adapt this file completely to your liking, but it should at least
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AMLGym Documentation
=====================

Welcome to **AMLGym**, a framework for benchmarking domain model learning approaches in AI Planning.

This documentation provides:

- **Getting Started** — how to install AMLGym and run a learning algorithm.
- **Passive Algorithms** — overview of passive domain model learning algorithms included in AMLGym.
- **Active Algorithms** — overview of active domain model learning algorithms included in AMLGym.
- **Tutorials** — hands-on guides and usage examples.
- **API Reference** — detailed information for developers.

.. toctree::
   :maxdepth: 10
   :caption: Overview
   :titlesonly:
   :hidden:

   getting_started
   passive_algorithms/index
   active_algorithms/index
   metrics/index

.. toctree::
   :maxdepth: 1
   :caption: Tutorials
   :titlesonly:
   :hidden:

   tutorials_learning/index
   tutorials_evaluating/index
   tutorials_aaai/tutorial
   tutorials_aamas/tutorial

.. toctree::
   :maxdepth: 10
   :caption: API
   :titlesonly:
   :hidden:

   api/modules