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Point to the observation tokens used for each extraction technique.
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haz committed Jan 3, 2025
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Expand Up @@ -30,8 +30,10 @@ Once trace data is loaded, you can process the traces to produce lists of observ

Depending on the observation type, different extraction techniques can be used to extract the relevant information from the observations. These are currently the techniques implemented:

- [Observer](macq/extract.html#observer)
- [SLAF](macq/extract.html#slaf)
- [ARMS](macq/extract.html#arms)
- [AMDN](macq/extract.html#amdn)
- [LOCM](macq/extract.html#locm)
| Algorithm | Trace Type | Paper |
|---|---|---|
| [**Observer**](macq/extract.html#observer) | [IdentityObservation](macq/observation.html#IdentityObservation) | [[1](https://aaai.org/Papers/AIPS/1994/AIPS94-057.pdf)] |
| [**SLAF**](macq/extract.html#slaf) | [AtomicPartialObservation](macq/observation.html#AtomicPartialObservation) | [[1](https://arxiv.org/abs/1401.3437)] |
| [**ARMS**](macq/extract.html#arms) | [PartialObservation](macq/observation.html#PartialObservation) | [[1](https://www.sciencedirect.com/science/article/pii/S0004370206001408), [2](https://aaai.org/papers/icaps-05-025-learning-action-models-from-plan-examples-with-incomplete-knowledge/)] |
| [**AMDN**](macq/extract.html#amdn) | [NoisyPartialDisorderedParallelObservation](macq/observation.html#NoisyPartialDisorderedParallelObservation) | [[1](https://arxiv.org/abs/1908.09800)] |
| [**LOCM**](macq/extract.html#locm) | [ActionObservation](macq/observation.html#ActionObservation) | [[1](https://ojs.aaai.org/index.php/ICAPS/article/view/13391), [2](http://eprints.hud.ac.uk/id/eprint/9052/1/LOCM_KER_author_version.pdf)] |

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