1 citations · 1 across the 2 of their papers we have counts for
3 papers
Stochastic Decision Petri Nets
Florian Wittbold, Rebecca Bernemann, Reiko Heckel +2
We introduce stochastic decision Petri nets (SDPNs), which are a form of stochastic Petri nets equipped with rewards and a control mechanism via the deactivation of controllable tr…
Probabilistic Systems with Hidden State and Unobservable Transitions
Rebecca Bernemann, Barbara König, Matthias Schaffeld +1
We consider probabilistic systems with hidden state and unobservable transitions, an extension of Hidden Markov Models (HMMs) that in particular admits unobservable ε-transitions (…
Uncertainty Reasoning for Probabilistic Petri Nets via Bayesian Networks
Rebecca Bernemann, Benjamin Cabrera, Reiko Heckel +1
This paper exploits extended Bayesian networks for uncertainty reasoning on Petri nets, where firing of transitions is probabilistic. In particular, Bayesian networks are used as s…