Online shielding for reinforcement learning
Könighofer, Bettina, Rudolf, Julian, Palmisano, Alexander, Tappler, Martin, Bloem, Roderick
Published in Innovations in systems and software engineering (01.12.2023)
Published in Innovations in systems and software engineering (01.12.2023)
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Journal Article
AALpy: an active automata learning library
Muškardin, Edi, Aichernig, Bernhard K., Pill, Ingo, Pferscher, Andrea, Tappler, Martin
Published in Innovations in systems and software engineering (01.09.2022)
Published in Innovations in systems and software engineering (01.09.2022)
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Journal Article
L∗-based learning of Markov decision processes (extended version)
Tappler, Martin, Aichernig, Bernhard K., Bacci, Giovanni, Eichlseder, Maria, Larsen, Kim G.
Published in Formal aspects of computing (01.08.2021)
Published in Formal aspects of computing (01.08.2021)
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Journal Article
Symbolic Input-Output Conformance Checking for Model-Based Mutation Testing
Aichernig, Bernhard K., Tappler, Martin
Published in Electronic notes in theoretical computer science (26.02.2016)
Published in Electronic notes in theoretical computer science (26.02.2016)
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Journal Article
Benchmarking Combinations of Learning and Testing Algorithms for Automata Learning
Aichernig, Bernhard K., Tappler, Martin, Wallner, Felix
Published in Formal aspects of computing (20.03.2024)
Published in Formal aspects of computing (20.03.2024)
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Journal Article
Model Learning and Model-Based Testing
Aichernig, Bernhard K., Mostowski, Wojciech, Mousavi, Mohammad Reza, Tappler, Martin, Taromirad, Masoumeh
Published in Machine Learning for Dynamic Software Analysis (2018)
Published in Machine Learning for Dynamic Software Analysis (2018)
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Book Chapter
Conference Proceeding
Learning minimal automata with recurrent neural networks
Aichernig, Bernhard K., König, Sandra, Mateis, Cristinel, Pferscher, Andrea, Tappler, Martin
Published in Software and systems modeling (01.06.2024)
Published in Software and systems modeling (01.06.2024)
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Journal Article
Active model learning of stochastic reactive systems (extended version)
Muškardin, Edi, Tappler, Martin, Aichernig, Bernhard K., Pill, Ingo
Published in Software and systems modeling (01.04.2024)
Published in Software and systems modeling (01.04.2024)
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Journal Article