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Learning Nominal Automata

2016/07/31 by Joshua Moerman, Matteo Sammartino, Alexandra Silva +2 · 2 citations
Computer Science · #cs.FL

paper · pdf · doi:10.1145/3009837.3009879

arxiv created 2018/12/15 · arxiv updated 2018/12/18

Abstract

We present an Angluin-style algorithm to learn nominal automata, which are acceptors of languages over infinite (structured) alphabets. The abstract approach we take allows us to seamlessly extend known variations of the algorithm to this new setting. In particular we can learn a subclass of nominal non-deterministic automata. An implementation using a recently developed Haskell library for nominal computation is provided for preliminary experiments.

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