32 citations · 70 across the 23 of their papers we have counts for
3 papers · 1 filter
CTMCs with Imprecisely Timed Observations
Thom Badings, Matthias Volk, Sebastian Junges +2
Labeled continuous-time Markov chains (CTMCs) describe processes subject to random timing and partial observability. In applications such as runtime monitoring, we must incorporate…
Sampling-Based Verification of CTMCs with Uncertain Rates
Thom S. Badings, Nils Jansen, Sebastian Junges +2
We employ uncertain parametric CTMCs with parametric transition rates and a prior on the parameter values. The prior encodes uncertainty about the actual transition rates, while th…
Scenario-Based Verification of Uncertain Parametric MDPs
Thom Badings, Murat Cubuktepe, Nils Jansen +3
We consider parametric Markov decision processes (pMDPs) that are augmented with unknown probability distributions over parameter values. The problem is to compute the probability…