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ORCIDMichaela Klauck
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- affiliation: Robert Bosch GmbH, Stuttgart, Germany
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Books and Theses
- 2022
[b1]Michaela Klauck:
On the connection of probabilistic model checking, planning, and learning for system verification. Saarland University, Saarbrücken, Germany, 2022
Journal Articles
- 2023
- [j3]Timo P. Gros, Holger Hermanns
, Jörg Hoffmann, Michaela Klauck, Marcel Steinmetz:
Analyzing neural network behavior through deep statistical model checking. Int. J. Softw. Tools Technol. Transf. 25(3): 407-426 (2023) - [j2]Timo P. Gros, Joschka Groß, Daniel Höller, Jörg Hoffmann, Michaela Klauck, Hendrik Meerkamp, Nicola J. Müller, Lukas Schaller, Verena Wolf:
DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning - Extended Version. ACM Trans. Model. Comput. Simul. 33(4): 17:1-17:28 (2023) - 2020
- [j1]Michaela Klauck, Marcel Steinmetz, Jörg Hoffmann, Holger Hermanns:
Bridging the Gap Between Probabilistic Model Checking and Probabilistic Planning: Survey, Compilations, and Empirical Comparison. J. Artif. Intell. Res. 68: 247-310 (2020)
Conference and Workshop Papers
- 2024
- [c18]Lukas König, Christian Heinzemann, Alberto Griggio, Michaela Klauck, Alessandro Cimatti, Franziska Henze, Stefano Tonetta, Stefan Küperkoch, Dennis Fassbender, Michael Hanselmann:
Towards Safe Autonomous Driving: Model Checking a Behavior Planner during Development. TACAS (2) 2024: 44-65 - 2022
- [c17]Timo P. Gros, Holger Hermanns, Jörg Hoffmann, Michaela Klauck, Maximilian A. Köhl, Verena Wolf:
MoGym: Using Formal Models for Training and Verifying Decision-making Agents. CAV (2) 2022: 430-443 - [c16]Arnd Hartmanns, Michaela Klauck:
The Modest State of Learning, Sampling, and Verifying Strategies. ISoLA (3) 2022: 406-432 - [c15]David Groß, Michaela Klauck, Timo P. Gros, Marcel Steinmetz, Jörg Hoffmann, Stefan Gumhold:
Glyph-Based Visual Analysis of Q-Leaning Based Action Policy Ensembles on Racetrack. IV 2022: 1-10 - 2021
- [c14]Michaela Klauck, Holger Hermanns:
A Modest Approach to Dynamic Heuristic Search in Probabilistic Model Checking. QEST 2021: 15-38 - [c13]Timo P. Gros, Daniel Höller, Jörg Hoffmann, Michaela Klauck, Hendrik Meerkamp, Verena Wolf:
DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning. QEST 2021: 197-216 - [c12]Maximilian A. Köhl, Michaela Klauck, Holger Hermanns:
Momba: JANI Meets Python. TACAS (2) 2021: 389-398 - 2020
- [c11]Jörg Hoffmann, Holger Hermanns, Michaela Klauck, Marcel Steinmetz, Erez Karpas, Daniele Magazzeni:
Let's Learn Their Language? A Case for Planning with Automata-Network Languages from Model Checking. AAAI 2020: 13569-13575 - [c10]Timo P. Gros, Holger Hermanns, Jörg Hoffmann, Michaela Klauck, Marcel Steinmetz:
Deep Statistical Model Checking. FORTE 2020: 96-114 - [c9]Timo P. Gros, David Groß, Stefan Gumhold, Jörg Hoffmann, Michaela Klauck, Marcel Steinmetz:
TraceVis: Towards Visualization for Deep Statistical Model Checking. ISoLA (4) 2020: 27-46 - [c8]Carlos E. Budde, Arnd Hartmanns, Michaela Klauck, Jan Kretínský, David Parker, Tim Quatmann, Andrea Turrini, Zhen Zhang:
On Correctness, Precision, and Performance in Quantitative Verification - QComp 2020 Competition Report. ISoLA (4) 2020: 216-241 - [c7]Christel Baier, Clemens Dubslaff, Holger Hermanns, Michaela Klauck, Sascha Klüppelholz, Maximilian A. Köhl:
Components in Probabilistic Systems: Suitable by Construction. ISoLA (1) 2020: 240-261 - [c6]Rasha Faqeh, Christof Fetzer, Holger Hermanns, Jörg Hoffmann, Michaela Klauck, Maximilian A. Köhl, Marcel Steinmetz, Christoph Weidenbach:
Towards Dynamic Dependable Systems Through Evidence-Based Continuous Certification. ISoLA (2) 2020: 416-439 - [c5]Christel Baier, Maria Christakis, Timo P. Gros, David Groß, Stefan Gumhold, Holger Hermanns, Jörg Hoffmann, Michaela Klauck:
Lab Conditions for Research on Explainable Automated Decisions. TAILOR 2020: 83-90 - 2019
- [c4]Ernst Moritz Hahn, Arnd Hartmanns, Christian Hensel, Michaela Klauck, Joachim Klein, Jan Kretínský, David Parker, Tim Quatmann, Enno Ruijters, Marcel Steinmetz:
The 2019 Comparison of Tools for the Analysis of Quantitative Formal Models - (QComp 2019 Competition Report). TACAS (3) 2019: 69-92 - [c3]Arnd Hartmanns, Michaela Klauck, David Parker, Tim Quatmann, Enno Ruijters:
The Quantitative Verification Benchmark Set. TACAS (1) 2019: 344-350 - 2018
- [c2]Michaela Klauck, Marcel Steinmetz, Jörg Hoffmann, Holger Hermanns:
Compiling Probabilistic Model Checking into Probabilistic Planning. ICAPS 2018: 150-154 - 2017
- [c1]Michaela Klauck, Yusuke Sugano, Andreas Bulling:
Noticeable or Distractive?: A Design Space for Gaze-Contingent User Interface Notifications. CHI Extended Abstracts 2017: 1779-1786
Data and Artifacts
- 2023
- [d8]Lukas König, Christian Heinzemann, Alberto Griggio, Michaela Klauck, Alessandro Cimatti, Franziska Henze, Stefano Tonetta, Stefan Küperkoch, Dennis Fassbender, Michael Hanselmann:
Artifact for "Towards Safe Autonomous Driving: Model Checking a Behavior Planner during Development". Version 1. Zenodo, 2023 [all versions]
- [d7]Lukas König, Christian Heinzemann, Alberto Griggio, Michaela Klauck, Alessandro Cimatti, Franziska Henze, Stefano Tonetta, Stefan Küperkoch, Dennis Fassbender, Michael Hanselmann:
Supplementary Material for TACAS Submission "Towards Safe Autonomous Driving: Model Checking a Behavior Planner during Development". Zenodo, 2023 - [d6]Lukas König, Christian Heinzemann, Alberto Griggio, Michaela Klauck, Alessandro Cimatti, Franziska Henze, Stefano Tonetta, Stefan Küperkoch, Dennis Fassbender, Michael Hanselmann:
Artifact for "Towards Safe Autonomous Driving: Model Checking a Behavior Planner during Development". Version 2. Zenodo, 2023 [all versions] - 2022
- [d5]Timo P. Gros, Holger Hermanns, Jörg Hoffmann, Michaela Klauck, Maximilian A. Köhl, Verena Wolf:
Artifact for the Tool Paper: MoGym: Using Formal Models for Training and Verifying Decision-making Agents. Zenodo, 2022 - 2021
- [d4]Timo P. Gros, Holger Hermanns, Michaela Klauck, Maximilian A. Köhl:
Artifact of "MoGym: Using Formal Models for Training and Verifying Decision Agents". Zenodo, 2021 - [d3]Michaela Klauck, Holger Hermanns:
Artifact accompanying the paper "A Modest Approach to Dynamic Heuristic Search in Probabilistic Model Checking". Zenodo, 2021 - [d2]Maximilian A. Köhl, Michaela Klauck, Holger Hermanns:
(TACAS21 Artifact) Momba: JANI Meets Python. Zenodo, 2021 - 2020
- [d1]Christel Baier, Clemens Dubslaff, Holger Hermanns, Michaela Klauck, Sascha Klüppelholz, Maximilian A. Köhl:
Tooling, Data and Results for "Components in Probabilistic Systems: Suitable by Construction". Zenodo, 2020
Coauthor Index
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