Edi Muskardin

20 papers A 2B 4C 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Passive Model Learning of Visibly Deterministic Context-free Grammars.
CoRR
Edi Muskardin, Tamim Burgstaller
2024 — conf
Active Model Learning of Git Version Control System.
ICSTW
Edi Muskardin, Tamim Burgstaller, Martin Tappler, Bernhard K. Aichernig
2024 J jnl
Active model learning of stochastic reactive systems (extended version).
Softw. Syst. Model.
Edi Muskardin, Martin Tappler, Bernhard K. Aichernig, Ingo Pill
2024 A conf
Learning Environment Models with Continuous Stochastic Dynamics - with an Application to Deep RL Testing.
ICST
Martin Tappler, Edi Muskardin, Bernhard K. Aichernig, Bettina Könighofer
2024 — conf
On the Relationship Between RNN Hidden-State Vectors and Semantic Structures.
ACL (Findings)
Edi Muskardin, Martin Tappler, Ingo Pill, Bernhard K. Aichernig, Thomas Pock
2023 J jnl
Learning Environment Models with Continuous Stochastic Dynamics.
CoRR
Martin Tappler, Edi Muskardin, Bernhard K. Aichernig, Bettina Könighofer
2023 — conf
Mining Digital Twins of a VPN Server.
FMDT@FM
Andrea Pferscher, Benjamin Wunderling, Bernhard K. Aichernig, Edi Muskardin
2023 J jnl
On the Relationship Between RNN Hidden State Vectors and Semantic Ground Truth.
CoRR
Edi Muskardin, Martin Tappler, Ingo Pill, Bernhard K. Aichernig, Thomas Pock
2023 B conf
Reinforcement Learning Under Partial Observability Guided by Learned Environment Models.
iFM
Edi Muskardin, Martin Tappler, Bernhard K. Aichernig, Ingo Pill
2023 — conf
Testing-based Black-box Extraction of Simple Models from RNNs and Transformers.
ICGI
Edi Muskardin, Martin Tappler, Bernhard K. Aichernig
2022 J jnl
AALpy: an active automata learning library.
Innov. Syst. Softw. Eng.
Edi Muskardin, Bernhard K. Aichernig, Ingo Pill, Andrea Pferscher, Martin Tappler
2022 — conf
Active vs. Passive: A Comparison of Automata Learning Paradigms for Network Protocols.
FMAS/ASYDE@SEFM
Bernhard K. Aichernig, Edi Muskardin, Andrea Pferscher
2022 — conf
Automata Learning Meets Shielding.
ISoLA (1)
Martin Tappler, Stefan Pranger, Bettina Könighofer, Edi Muskardin, Roderick Bloem, Kim G. Larsen
2022 J jnl
Automata Learning meets Shielding.
CoRR
Martin Tappler, Stefan Pranger, Bettina Könighofer, Edi Muskardin, Roderick Bloem, Kim G. Larsen
2022 B conf
Learning Finite State Models fromRecurrent Neural Networks.
IFM
Edi Muskardin, Bernhard K. Aichernig, Ingo Pill, Martin Tappler
2022 J jnl
Reinforcement Learning under Partial Observability Guided by Learned Environment Models.
CoRR
Edi Muskardin, Martin Tappler, Bernhard K. Aichernig, Ingo Pill
2021 B conf
AALpy: An Active Automata Learning Library.
ATVA
Edi Muskardin, Bernhard K. Aichernig, Ingo Pill, Andrea Pferscher, Martin Tappler
2021 B conf
Active Model Learning of Stochastic Reactive Systems.
SEFM
Martin Tappler, Edi Muskardin, Bernhard K. Aichernig, Ingo Pill
2021 A conf
Learning-Based Fuzzing of IoT Message Brokers.
ICST
Bernhard K. Aichernig, Edi Muskardin, Andrea Pferscher
2020 C conf
CatIO - A Framework for Model-Based Diagnosis of Cyber-Physical Systems.
ISMIS
Edi Muskardin, Ingo Pill, Franz Wotawa