Approximate bisimulation minimisation

We propose polynomial-time algorithms to minimise labelled Markov chains whose transition probabilities are not known exactly, have been perturbed, or can only be obtained by sampling. Our algorithms are based on a new notion of an approximate bisimulation quotient, obtained by lumping together stat...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Kiefer, S, Tang, Q
Fformat: Conference item
Iaith:English
Cyhoeddwyd: Schloss Dagstuhl 2021