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...

詳細記述

書誌詳細
主要な著者: Kiefer, S, Tang, Q
フォーマット: Conference item
言語:English
出版事項: Schloss Dagstuhl 2021