Personal information

probabilistic model checking, automated planning, perspicuous systems, dependable systems
Germany

Activities

Employment (3)

Bosch Research: Renningen, Badenwürtemberg, DE

2023-01-01 to present | Researcher for verification of planning and decision making in autonomous systems (Corporate Research)
Employment
Source: Self-asserted source
Michaela Klauck

Saarland University: Saarbrücken, DE

2022-06-28 to 2022-12-31 | Research Associate (Computer Science)
Employment
Source: Self-asserted source
Michaela Klauck

Saarland University: Saarbrücken, DE

2017-11-02 to 2022-06-28 | PhD Student (Computer Science)
Employment
Source: Self-asserted source
Michaela Klauck

Education and qualifications (3)

Saarland University: Saarbrücken, DE

2017-11-02 to 2022-06-28 | Doctor of Engineering (Dr.-Ing.) (Computer Science)
Education
Source: Self-asserted source
Michaela Klauck

Saarland University: Saarbrücken, DE

2016-10-01 to 2018-03-07 | Master of Science (Computer Science)
Education
Source: Self-asserted source
Michaela Klauck

Saarland University: Saarbrücken, DE

2013-10-01 to 2016-07-11 | Bachelor of Science (Computer Science)
Education
Source: Self-asserted source
Michaela Klauck

Works (21)

Towards Verifying Robotic Systems Using Statistical Model Checking in STORM

2025 | Book chapter
Contributors: Marco Lampacrescia; Michaela Klauck; Matteo Palmas
Source: check_circle
Crossref

Towards Safe Autonomous Driving: Model Checking a Behavior Planner during Development

2024 | Book chapter
Contributors: Lukas König; Christian Heinzemann; Alberto Griggio; Michaela Klauck; Alessandro Cimatti; Franziska Henze; Stefano Tonetta; Stefan Küperkoch; Dennis Fassbender; Michael Hanselmann
Source: check_circle
Crossref

DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning – Extended Version

ACM Transactions on Modeling and Computer Simulation
2023-10-31 | Journal article
Contributors: Timo P. Gros; Joschka Groß; Daniel Höller; Jörg Hoffmann; Michaela Klauck; Hendrik Meerkamp; Nicola J. Müller; Lukas Schaller; Verena Wolf
Source: check_circle
Crossref

MoGym: Using Formal Models for Training and Verifying Decision-making Agents

2022 | Book chapter
Contributors: Timo P. Gros; Holger Hermanns; Jörg Hoffmann; Michaela Klauck; Maximilian A. Köhl; Verena Wolf
Source: check_circle
Crossref

The Modest State of Learning, Sampling, and Verifying Strategies

2022 | Book chapter
Contributors: Arnd Hartmanns; Michaela Klauck
Source: check_circle
Crossref

A Modest Approach to Dynamic Heuristic Search in Probabilistic Model Checking

Quantitative Evaluation of Systems - 18th International Conference, QEST 2021, Paris, France, August 23-27, 2021, Proceedings
2021 | Conference paper
Source: Self-asserted source
Michaela Klauck

A Modest Approach to Dynamic Heuristic Search in Probabilistic Model Checking

2021 | Book chapter
Contributors: Michaela Klauck; Holger Hermanns
Source: check_circle
Crossref

DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning

Quantitative Evaluation of Systems - 18th International Conference, QEST 2021, Paris, France, August 23-27, 2021, Proceedings
2021 | Conference paper
Source: Self-asserted source
Michaela Klauck

Momba: JANI Meets Python

Tools and Algorithms for the Construction and Analysis of Systems - 27th International Conference, TACAS 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings, Part II
2021 | Conference paper
Source: Self-asserted source
Michaela Klauck

Bridging the Gap Between Probabilistic Model Checking and Probabilistic Planning: Survey, Compilations, and Empirical Comparison

J. Artif. Intell. Res.
2020 | Journal article
Source: Self-asserted source
Michaela Klauck
grade
Preferred source (of 2)‎

Components in Probabilistic Systems: Suitable by Construction

Leveraging Applications of Formal Methods, Verification and Validation: Verification Principles - 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020, Proceedings, Part I
2020 | Conference paper
Source: Self-asserted source
Michaela Klauck

Deep Statistical Model Checking

Formal Techniques for Distributed Objects, Components, and Systems - 40th IFIP WG 6.1 International Conference, FORTE 2020, Held as Part of the 15th International Federated Conference on Distributed Computing Techniques, DisCoTec 2020, Valletta, Malta, June 15-19, 2020, Proceedings
2020 | Conference paper
Source: Self-asserted source
Michaela Klauck

Lab Conditions for Research on Explainable Automated Decisions

Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4-5, 2020, Revised Selected Papers
2020 | Conference paper
Source: Self-asserted source
Michaela Klauck

Let's Learn Their Language? A Case for Planning with Automata-Network Languages from Model Checking

The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020
2020 | Conference paper
URI:

https://aaai.org/ojs/index.php/AAAI/article/view/7083

Source: Self-asserted source
Michaela Klauck
grade
Preferred source (of 2)‎

On Correctness, Precision, and Performance in Quantitative Verification - QComp 2020 Competition Report

Leveraging Applications of Formal Methods, Verification and Validation: Tools and Trends - 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020, Proceedings, Part IV
2020 | Conference paper
Source: Self-asserted source
Michaela Klauck

Towards Dynamic Dependable Systems Through Evidence-Based Continuous Certification

Leveraging Applications of Formal Methods, Verification and Validation: Engineering Principles - 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020, Proceedings, Part II
2020 | Conference paper
Source: Self-asserted source
Michaela Klauck

TraceVis: Towards Visualization for Deep Statistical Model Checking

Leveraging Applications of Formal Methods, Verification and Validation: Tools and Trends - 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20-30, 2020, Proceedings, Part IV
2020 | Conference paper
Source: Self-asserted source
Michaela Klauck

The 2019 Comparison of Tools for the Analysis of Quantitative Formal Models - (QComp 2019 Competition Report)

Tools and Algorithms for the Construction and Analysis of Systems - 25 Years of TACAS: TOOLympics, Held as Part of ETAPS 2019, Prague, Czech Republic, April 6-11, 2019, Proceedings, Part III
2019 | Conference paper
Source: Self-asserted source
Michaela Klauck
grade
Preferred source (of 2)‎

The Quantitative Verification Benchmark Set

Tools and Algorithms for the Construction and Analysis of Systems - 25th International Conference, TACAS 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6-11, 2019, Proceedings, Part I
2019 | Conference paper
Source: Self-asserted source
Michaela Klauck
grade
Preferred source (of 2)‎

Compiling Probabilistic Model Checking into Probabilistic Planning

Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, ICAPS 2018, Delft, The Netherlands, June 24-29, 2018
2018 | Conference paper
URI:

https://aaai.org/ocs/index.php/ICAPS/ICAPS18/paper/view/17740

Source: Self-asserted source
Michaela Klauck
grade
Preferred source (of 2)‎

Noticeable or Distractive?: A Design Space for Gaze-Contingent User Interface Notifications

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Denver, CO, USA, May 06-11, 2017, Extended Abstracts
2017 | Conference paper
Source: Self-asserted source
Michaela Klauck
grade
Preferred source (of 2)‎