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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Kiefer, S, Tang, Q
Formáid: Conference item
Teanga:English
Foilsithe / Cruthaithe: Schloss Dagstuhl 2021