Marcel FröhlichDec 14, 2022

Data-driven memory-dependent abstractions of dynamical systems

by Adrien Banse, Licio Romao, Alessandro Abate, Raphaël M. Jungers
arXiv:2212.01926. https://arxiv.org/pdf/2212.01926.pdf

#dynamicalSystems #memory #abstraction #markovChains #sampling #finiteAbstractions #ergodicity #dynamicalModels

Show threadAlice Schwarze
@FrohlichMarcel
Is this time-delayed embedding in Markov chain formalism?
Dec 17, 2022 at 4:37pmWeb
Show threadMarcel FröhlichDec 17, 2022
@aliceschwarze No, I think it is not, delays are not considered.
Here, the chain is gradually refined, by looking at paths of increasing length n as states.
Show threadAlice SchwarzeDec 18, 2022
@FrohlichMarcel
Thanks, I'll give it a closer look!