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...

Полное описание

Библиографические подробности
Главные авторы: Kiefer, S, Tang, Q
Формат: Conference item
Язык:English
Опубликовано: Schloss Dagstuhl 2021