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The probabilistic model checking landscape
JP Katoen - Proceedings of the 31st Annual ACM/IEEE Symposium …, 2016 - dl.acm.org
Randomization is a key element in sequential and distributed computing. Reasoning about
randomized algorithms is highly non-trivial. In the 1980s, this initiated first proof methods …
randomized algorithms is highly non-trivial. In the 1980s, this initiated first proof methods …
From verification to causality-based explications
In view of the growing complexity of modern software architectures, formal models are
increasingly used to understand why a system works the way it does, opposed to simply …
increasingly used to understand why a system works the way it does, opposed to simply …
Graph games and reactive synthesis
Graph-based games are an important tool in computer science. They have applications in
synthesis, verification, refinement, and far beyond. We review graph-based games with …
synthesis, verification, refinement, and far beyond. We review graph-based games with …
A vector Taylor series approach for environment-independent speech recognition
In this paper we introduce a new analytical approach to environment compensation for
speech recognition. Previous attempts at solving analytically the problem of noisy speech …
speech recognition. Previous attempts at solving analytically the problem of noisy speech …
Probabilistic model checking and autonomy
The design and control of autonomous systems that operate in uncertain or adversarial
environments can be facilitated by formal modeling and analysis. Probabilistic model …
environments can be facilitated by formal modeling and analysis. Probabilistic model …
PAC statistical model checking for Markov decision processes and stochastic games
Statistical model checking (SMC) is a technique for analysis of probabilistic systems that
may be (partially) unknown. We present an SMC algorithm for (unbounded) reachability …
may be (partially) unknown. We present an SMC algorithm for (unbounded) reachability …
Rational verification: game-theoretic verification of multi-agent systems
We provide a survey of the state of the art of rational verification: the problem of checking
whether a given temporal logic formula ϕ is satisfied in some or all game-theoretic equilibria …
whether a given temporal logic formula ϕ is satisfied in some or all game-theoretic equilibria …
Probabilistic strategy logic
We introduce Probabilistic Strategy Logic, an extension of Strategy Logic for stochastic
systems. The logic has probabilistic terms that allow it to express many standard solution …
systems. The logic has probabilistic terms that allow it to express many standard solution …
Combining quantitative and qualitative reasoning in concurrent multi-player games
We propose a general framework for modelling and formal reasoning about multi-agent
systems and, in particular, multi-stage games where both quantitative and qualitative …
systems and, in particular, multi-stage games where both quantitative and qualitative …
Automatic verification of concurrent stochastic systems
Automated verification techniques for stochastic games allow formal reasoning about
systems that feature competitive or collaborative behaviour among rational agents in …
systems that feature competitive or collaborative behaviour among rational agents in …