Active Automata Learning with Adaptive Distinguishing Sequences

This document investigates the integration of adaptive distinguishing sequences into the process of active automata learning (AAL). A novel AAL algorithm "ADT" (adaptive discrimination tree) is developed and presented. Since the submission of the original thesis, the presented algorithm ha...

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Bibliographic Details
Published in:arXiv.org 2019-02
Main Author: Frohme, Markus Theo
Format: Article
Language:English
Subjects:
Adaptive algorithms
Machine learning
Online Access:Get full text
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Summary:This document investigates the integration of adaptive distinguishing sequences into the process of active automata learning (AAL). A novel AAL algorithm "ADT" (adaptive discrimination tree) is developed and presented. Since the submission of the original thesis, the presented algorithm has been integrated into LearnLib - an open-source library for active automata learning - and has been successfully used in related fields of research.
ISSN:2331-8422