17 citations · 33 across the 11 of their papers we have counts for
16 papers
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…
Causality-Based Game Solving
Christel Baier, Norine Coenen, Bernd Finkbeiner +3
We present a causality-based algorithm for solving two-player reachability games represented by logical constraints. These games are a useful formalism to model a wide array of pro…
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…
A Game-Theoretic Account of Responsibility Allocation
Christel Baier, Florian Funke, Rupak Majumdar
When designing or analyzing multi-agent systems, a fundamental problem is responsibility ascription: to specify which agents are responsible for the joint outcome of their behavior…
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…
The Orbit Problem for Parametric Linear Dynamical Systems
Christel Baier, Florian Funke, Simon Jantsch +7
We study a parametric version of the Kannan-Lipton Orbit Problem for linear dynamical systems. We show decidability in the case of one parameter and Skolem-hardness with two or mor…