The quantitative verification benchmark set A Hartmanns, M Klauck, D Parker, T Quatmann, E Ruijters International Conference on Tools and Algorithms for the Construction and …, 2019 | 79 | 2019 |
The 2019 Comparison of Tools for the Analysis of Quantitative Formal Models: (QComp 2019 Competition Report) EM Hahn, A Hartmanns, C Hensel, M Klauck, J Klein, J Křetínský, ... International Conference on Tools and Algorithms for the Construction and …, 2019 | 61 | 2019 |
Deep statistical model checking TP Gros, H Hermanns, J Hoffmann, M Klauck, M Steinmetz Formal Techniques for Distributed Objects, Components, and Systems: 40th …, 2020 | 40 | 2020 |
On correctness, precision, and performance in quantitative verification: QComp 2020 competition report CE Budde, A Hartmanns, M Klauck, J Křetínský, D Parker, T Quatmann, ... International symposium on leveraging applications of formal methods, 216-241, 2020 | 34 | 2020 |
Towards dynamic dependable systems through evidence-based continuous certification R Faqeh, C Fetzer, H Hermanns, J Hoffmann, M Klauck, MA Köhl, ... Leveraging Applications of Formal Methods, Verification and Validation …, 2020 | 21 | 2020 |
Noticeable or distractive? A design space for gaze-contingent user interface notifications M Klauck, Y Sugano, A Bulling Proceedings of the 2017 CHI conference extended abstracts on human factors …, 2017 | 19 | 2017 |
Bridging the gap between probabilistic model checking and probabilistic planning: Survey, compilations, and empirical comparison M Klauck, M Steinmetz, J Hoffmann, H Hermanns Journal of Artificial Intelligence Research 68, 247-310, 2020 | 14 | 2020 |
TraceVis: towards visualization for deep statistical model checking TP Gros, D Groß, S Gumhold, J Hoffmann, M Klauck, M Steinmetz Leveraging Applications of Formal Methods, Verification and Validation …, 2021 | 11 | 2021 |
Lab conditions for research on explainable automated decisions C Baier, M Christakis, TP Gros, D Groß, S Gumhold, H Hermanns, ... Trustworthy AI-Integrating Learning, Optimization and Reasoning: First …, 2021 | 10 | 2021 |
DSMC evaluation stages: Fostering robust and safe behavior in deep reinforcement learning TP Gros, D Höller, J Hoffmann, M Klauck, H Meerkamp, V Wolf Quantitative Evaluation of Systems: 18th International Conference, QEST 2021 …, 2021 | 9 | 2021 |
Components in probabilistic systems: Suitable by construction C Baier, C Dubslaff, H Hermanns, M Klauck, S Klüppelholz, MA Köhl International Symposium on Leveraging Applications of Formal Methods, 240-261, 2020 | 9 | 2020 |
Let's learn their language? A case for planning with automata-network languages from model checking J Hoffmann, H Hermanns, M Klauck, M Steinmetz, E Karpas, D Magazzeni Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13569 …, 2020 | 8 | 2020 |
Compiling probabilistic model checking into probabilistic planning M Klauck, M Steinmetz, J Hoffmann, H Hermanns Proceedings of the International Conference on Automated Planning and …, 2018 | 8 | 2018 |
MoGym: Using Formal Models for Training and Verifying Decision-making Agents TP Gros, H Hermanns, J Hoffmann, M Klauck, MA Köhl, V Wolf International Conference on Computer Aided Verification, 430-443, 2022 | 7 | 2022 |
Analyzing neural network behavior through deep statistical model checking TP Gros, H Hermanns, J Hoffmann, M Klauck, M Steinmetz International Journal on Software Tools for Technology Transfer 25 (3), 407-426, 2023 | 6 | 2023 |
Momba: JANI meets python MA Köhl, M Klauck, H Hermanns International Conference on Tools and Algorithms for the Construction and …, 2021 | 5 | 2021 |
Models and Infrastructure used in “Deep Statistical Model Checking”(2020) TP Gros, H Hermanns, J Hoffmann, M Klauck, M Steinmetz Available at DOI: https://doi. org/10.5281/zenodo 3760098, 0 | 5 | |
The modest state of learning, sampling, and verifying strategies A Hartmanns, M Klauck International Symposium on Leveraging Applications of Formal Methods, 406-432, 2022 | 4 | 2022 |
DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning–Extended Version TP Gros, J Gross, D Höller, J Hoffmann, M Klauck, H Meerkamp, NJ Müller, ... ACM Transactions on Modeling and Computer Simulation 33 (4), 1-28, 2023 | 3 | 2023 |
A Modest approach to dynamic heuristic search in probabilistic model checking M Klauck, H Hermanns International Conference on Quantitative Evaluation of Systems, 15-38, 2021 | 3 | 2021 |