Bisimulation learning

We introduce a data-driven approach to computing finite bisimulations for state transition systems with very large, possibly infinite state space. Our novel technique computes stutter-insensitive bisimulations of deterministic systems, which we characterize as the problem of learning a state classif...

Full description

Bibliographic Details
Main Authors: Abate, A, Giacobbe, M, Schnitzer, Y
Format: Conference item
Language:English
Published: Springer 2024