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...

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Hlavní autoři: Kiefer, S, Tang, Q
Médium: Conference item
Jazyk:English
Vydáno: Schloss Dagstuhl 2021