Publications

2025
DOI [bibtex]
@inbook{SQIFPP2025,
title = {Symbolic Quantitative Information Flow for Probabilistic Programs},
author = {Philipp Schröer and Francesca Randone and Raúl Pardo and Andrzej Wa̧sowski},
publisher = {Springer},
booktitle = {LNCS},
volume = {15260},
pages = {128-154},
type = {Book Chapter},
year = {2025},
doi = {10.1007/978-3-031-75783-9_6},
url = { https://publications.rwth-aachen.de/record/998367},
}×
[issue]
Philipp Schröer, Francesca Randone, Raúl Pardo, Andrzej Wa̧sowski. Symbolic Quantitative Information Flow for Probabilistic Programs, Volume 15260 of LNCS, 128-154, Springer, 2025.
DOI [bibtex]
@inbook{JPMFP2025,
title = {J-P: MDP. FP. PP},
author = {Kevin Batz and Benjamin Lucien Kaminski and Christoph Matheja and Tobias Winkler},
publisher = {Springer},
booktitle = {LNCS},
volume = {15260},
pages = {255-302},
type = {Book Chapter},
year = {2025},
doi = {10.1007/978-3-031-75783-9_11},
url = { https://publications.rwth-aachen.de/record/999819},
}×
[issue]
Kevin Batz, Benjamin Lucien Kaminski, Christoph Matheja, Tobias Winkler. J-P: MDP. FP. PP, Volume 15260 of LNCS, 255-302, Springer, 2025.
2024
DOI fulltext PDF [bibtex]
@article{PSSRNPP2024,
title = {Programmatic Strategy Synthesis: Resolving Nondeterminism in Probabilistic Programs},
author = {Kevin Batz and Tom Jannik Biskup and Joost-Pieter Katoen and Tobias Winkler},
publisher = {ACM},
journal = {Proceedings of the ACM on programming languages},
volume = {8},
pages = {pages 93},
type = {Journal Article},
year = {2024},
doi = {10.1145/3632935},
url = { https://publications.rwth-aachen.de/record/979194},
}×
[issue]
Kevin Batz, Tom Jannik Biskup, Joost-Pieter Katoen, Tobias Winkler. Programmatic Strategy Synthesis: Resolving Nondeterminism in Probabilistic Programs, Proceedings of the ACM on programming languages 8, pages 93, ACM, 2024.
DOI [bibtex]
@article{PM2024,
title = {Parameter synthesis for Markov models: covering the parameter space},
author = {Sebastian Junges and Erika Ábrahám and Hans Christian Hensel and Nils Jansen and Joost-Pieter Katoen and Tim Quatmann and Matthias Volk},
publisher = {Springer},
journal = {Formal methods in system design},
volume = {62(1/3)},
pages = {pages 181-259},
type = {Journal Article},
year = {2024},
doi = {10.1007/s10703-023-00442-x},
url = { https://publications.rwth-aachen.de/record/985754},
}×
[issue]
Sebastian Junges, Erika Ábrahám, Hans Christian Hensel, Nils Jansen, Joost-Pieter Katoen, Tim Quatmann, Matthias Volk. Parameter synthesis for Markov models: covering the parameter space, Formal methods in system design 62 (1/3), pages 181-259, Springer, 2024.
DOI fulltext PDF [bibtex]
@article{EBILPPGF2024,
title = {Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions},
author = {Lutz Klinkenberg and Christian Blumenthal and Mingshuai Chen and Darion Haase and Joost-Pieter Katoen},
publisher = {ACM},
journal = {Proceedings of the ACM on programming languages},
volume = {8(OOPSLA1)},
pages = {pages 127},
type = {Journal Article},
year = {2024},
doi = {10.1145/3649844},
url = { https://publications.rwth-aachen.de/record/986464},
}×
[issue]
Lutz Klinkenberg, Christian Blumenthal, Mingshuai Chen, Darion Haase, Joost-Pieter Katoen. Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions, Proceedings of the ACM on programming languages 8 (OOPSLA1), pages 127, ACM, 2024.
DOI [bibtex]
@conference{SFTAVPMC2024,
title = {SAFEST: Fault Tree Analysis Via Probabilistic Model Checking},
author = {Matthias Volk and Falak Sher and Joost-Pieter Katoen and Mariëlle Stoelinga},
publisher = {IEEE},
type = {Conference Paper},
year = {2024},
doi = {10.1109/RAMS51492.2024.10457719},
url = { https://publications.rwth-aachen.de/record/988574},
}×
[issue]
Matthias Volk, Falak Sher, Joost-Pieter Katoen, Mariëlle Stoelinga. SAFEST: Fault Tree Analysis Via Probabilistic Model Checking, 2024 Annual Reliability and Maintainability Symposium (RAMS), IEEE, 2024.
DOI fulltext PDF [bibtex]
@conference{ACEVTSDMC2024,
title = {Accurately Computing Expected Visiting Times and Stationary Distributions in Markov Chains},
author = {Hannah Mertens and Joost-Pieter Katoen and Tim Quatmann and Tobias Winkler},
publisher = {Springer},
booktitle = {LNCS},
volume = {14571},
pages = {237-257},
type = {Conference Paper},
year = {2024},
doi = {10.1007/978-3-031-57249-4_12},
url = { https://publications.rwth-aachen.de/record/990356},
}×
[issue]
Hannah Mertens, Joost-Pieter Katoen, Tim Quatmann, Tobias Winkler. Accurately Computing Expected Visiting Times and Stationary Distributions in Markov Chains, 30. International Conference TACAS (TACAS 2024), Volume 14571 of LNCS, 237-257, Springer, 2024.
DOI [bibtex]
@conference{NSASMAS2024,
title = {Natural Strategic Ability in Stochastic Multi-Agent Systems},
author = {Raphael Jean Berthon and Joost-Pieter Katoen and Munyque Mittelmann and Aniello Murano},
publisher = {Association for the Advancement of Artificial Intelligence},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
volume = {38,16},
pages = {17308-17316},
type = {Conference Paper},
year = {2024},
doi = {10.1609/aaai.v38i16.29678},
url = { https://publications.rwth-aachen.de/record/992292},
}×
[issue]
Raphael Jean Berthon, Joost-Pieter Katoen, Munyque Mittelmann, Aniello Murano. Natural Strategic Ability in Stochastic Multi-Agent Systems, 38. AAAI Conference on Artificial Intelligence (AAAI 2024), Volume 38,16 of Proceedings of the AAAI Conference on Artificial Intelligence, 17308-17316, Association for the Advancement of Artificial Intelligence, 2024.
DOI arXiv:2401.12170 [bibtex]
@unpublished{NSASMAS2024,
title = {Natural Strategic Ability in Stochastic Multi-Agent Systems},
author = {Raphael Jean Berthon and Joost-Pieter Katoen and Munyque Mittelmann and Aniello Murano},
pages = {10 Seiten},
type = {Preprint},
year = {2024},
doi = {10.48550/ARXIV.2401.12170},
url = { https://arxiv.org/abs/2401.12170},
}×
[issue]
Raphael Jean Berthon, Joost-Pieter Katoen, Munyque Mittelmann, Aniello Murano. Natural Strategic Ability in Stochastic Multi-Agent Systems, 10 Seiten, 2024. https://arxiv.org/abs/2401.12170
DOI fulltext PDF [bibtex]
@conference{LEBPRPS2024,
title = {Learning Explainable and Better Performing Representations of POMDP Strategies},
author = {Alexander Nikolai Bork and Debraj Chakraborty and Kush Grover and Jan Křetínský and Stefanie Mohr},
publisher = {Springer},
booktitle = {LNCS},
volume = {14571},
pages = {299-319},
type = {Conference Paper},
year = {2024},
doi = {10.1007/978-3-031-57249-4_15},
url = { https://publications.rwth-aachen.de/record/992671},
}×
[issue]
Alexander Nikolai Bork, Debraj Chakraborty, Kush Grover, Jan Křetínský, Stefanie Mohr. Learning Explainable and Better Performing Representations of POMDP Strategies, 30. International Conference TACAS (TACAS 2024), Volume 14571 of LNCS, 299-319, Springer, 2024.
DOI [bibtex]
@conference{MDPSPMRO2024,
title = {Markov Decision Processes with Sure Parity and Multiple Reachability Objectives},
author = {Raphael Jean Berthon and Joost-Pieter Katoen and Tobias Winkler},
publisher = {Springer},
booktitle = {LNCS},
volume = {15050},
pages = {203-220},
type = {Conference Paper},
year = {2024},
doi = {10.1007/978-3-031-72621-7_14},
url = { https://publications.rwth-aachen.de/record/997143},
}×
[issue]
Raphael Jean Berthon, Joost-Pieter Katoen, Tobias Winkler. Markov Decision Processes with Sure Parity and Multiple Reachability Objectives, 18. International Conference on Reachability Problems (RP 2024), Volume 15050 of LNCS, 203-220, Springer, 2024.
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