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arxiv: 1902.01139 · v1 · submitted 2019-02-04 · 💻 cs.LG · stat.ML

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Active Automata Learning with Adaptive Distinguishing Sequences

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classification 💻 cs.LG stat.ML
keywords activeadaptiveautomatalearningalgorithmbeendistinguishingpresented
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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.

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