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Learning behaviors of automata from shortest counterexamples

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Computational Learning Theory (EuroCOLT 1995)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 904))

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Abstract

Generalizing a result of Ibarra and Jiang on the learning of regular languages from counterexamples, we show a polynomial time algorithm that exactly identifies an unknown Q-automaton from equivalence queries, given an oracle that provides counterexamples which are minimal w.r.t. the alphabetic ordering.

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References

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Author information

Authors and Affiliations

  1. Universita' di Messina, Italy

    F. Bergadano

  2. Universita' dell'Aquila, Italy

    S. Varricchio

Authors
  1. F. Bergadano
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  2. S. Varricchio
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Editor information

Paul Vitányi

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© 1995 Springer-Verlag Berlin Heidelberg

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Bergadano, F., Varricchio, S. (1995). Learning behaviors of automata from shortest counterexamples. In: Vitányi, P. (eds) Computational Learning Theory. EuroCOLT 1995. Lecture Notes in Computer Science, vol 904. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-59119-2_193

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  • DOI: https://doi.org/10.1007/3-540-59119-2_193

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-59119-1

  • Online ISBN: 978-3-540-49195-8

  • eBook Packages: Springer Book Archive

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