Ensuring the reliability of your model checker: Interval iteration for Markov decision processes

C Baier, J Klein, L Leuschner, D Parker… - … on Computer Aided …, 2017 - Springer
Probabilistic model checking provides formal guarantees on quantitative properties such as
reliability, performance or risk, so the accuracy of the numerical results that it returns is …

The 10,000 facets of MDP model checking

C Baier, H Hermanns, JP Katoen - … and Software Science: State of the Art …, 2019 - Springer
This paper presents a retrospective view on probabilistic model checking. We focus on
Markov decision processes (MDPs, for short). We survey the basic ingredients of MDP …

Trade-off analysis meets probabilistic model checking

C Baier, C Dubslaff, S Klüppelholz - Proceedings of the Joint Meeting of …, 2014 - dl.acm.org
Probabilistic model checking (PMC) is a well-established and powerful method for the
automated quantitative analysis of parallel distributed systems. Classical PMC-approaches …

Maximizing the conditional expected reward for reaching the goal

C Baier, J Klein, S Klüppelholz… - … Conference on Tools and …, 2017 - Springer
The paper addresses the problem of computing maximal conditional expected accumulated
rewards until reaching a target state (briefly called maximal conditional expectations) in finite …

On Skolem-hardness and saturation points in Markov decision processes

J Piribauer, C Baier - arXiv preprint arXiv:2004.11441, 2020 - arxiv.org
The Skolem problem and the related Positivity problem for linear recurrence sequences are
outstanding number-theoretic problems whose decidability has been open for many …

Perfect-information stochastic games with generalized mean-payoff objectives

K Chatterjee, L Doyen - Proceedings of the 31st Annual ACM/IEEE …, 2016 - dl.acm.org
Graph games provide the foundation for modeling and synthesizing reactive processes. In
the synthesis of stochastic reactive processes, the traditional model is perfect-information …

[PDF][PDF] LTL on Weighted Finite Traces: Formal Foundations and Algorithms.

C Dodaro, V Fionda, G Greco - IJCAI, 2022 - ijcai.org
LTL on finite traces (LTLf) is a logic that attracted much attention in recent literature, due to
its ability to formalize the qualitative behavior of dynamical systems in several application …

Quantitative monitor automata

K Chatterjee, TA Henzinger, J Otop - International Static Analysis …, 2016 - Springer
In this paper we review various automata-theoretic formalisms for expressing quantitative
properties. We start with finite-state Boolean automata that express the traditional regular …

Window parity games: an alternative approach toward parity games with time bounds

V Bruyère, Q Hautem, M Randour - arXiv preprint arXiv:1606.01831, 2016 - arxiv.org
Classical objectives in two-player zero-sum games played on graphs often deal with limit
behaviors of infinite plays: eg, mean-payoff and total-payoff in the quantitative setting, or …

Probabilistic model checking

C Baier - Dependable Software Systems Engineering, 2016 - ebooks.iospress.nl
Probabilistic Model Checking Page 1 Probabilistic Model Checking Christel BAIER a,1 a TU
Dresden, Department for Computer Science E-mail: christel.baier@tu-dresden.de Abstract …