4 citations · 5 across the 5 of their papers we have counts for
8 papers
The variance-penalized stochastic shortest path problem
Jakob Piribauer, Ocan Sankur, Christel Baier
The stochastic shortest path problem (SSPP) asks to resolve the non-deterministic choices in a Markov decision process (MDP) such that the expected accumulated weight before reachi…
On probability-raising causality in Markov decision processes
Christel Baier, Florian Funke, Jakob Piribauer +1
The purpose of this paper is to introduce a notion of causality in Markov decision processes based on the probability-raising principle and to analyze its algorithmic properties. T…
Witnessing Subsystems for Probabilistic Systems with Low Tree Width
Simon Jantsch, Jakob Piribauer, Christel Baier
A standard way of justifying that a certain probabilistic property holds in a system is to provide a witnessing subsystem (also called critical subsystem) for the property. Computi…
Witnessing subsystems for probabilistic systems with low tree width
Simon Jantsch, Jakob Piribauer, Christel Baier
A standard way of justifying that a certain probabilistic property holds in a system is to provide a witnessing subsystem (also called critical subsystem) for the property. Computi…
From Verification to Causality-based Explications
Christel Baier, Clemens Dubslaff, Florian Funke +4
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 verifyin…
Probabilistic causes in Markov chains
Christel Baier, Florian Funke, Simon Jantsch +2
The paper studies a probabilistic notion of causes in Markov chains that relies on the counterfactuality principle and the probability-raising property. This notion is motivated by…