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cs.FL2024
PDFA Distillation via String Probability Queries
Robert Baumgartner, Sicco Verwer
Probabilistic deterministic finite automata (PDFA) are discrete event systems modeling conditional probabilities over languages: Given an already seen sequence of tokens they retur…
cs.FL2024
Database-assisted automata learning
Hielke Walinga, Robert Baumgartner, Sicco Verwer
This paper presents DAALder (Database-Assisted Automata Learning, with Dutch suffix from leerder), a new algorithm for learning state machines, or automata, specifically determinis…