Communications of the ACM
Learning regular sets from queries and counterexamples
Information and Computation
Polynomial Time Learnability of Simple Deterministic Languages
Machine Learning
Machine learning: a theoretical approach
Machine learning: a theoretical approach
Introduction To Automata Theory, Languages, And Computation
Introduction To Automata Theory, Languages, And Computation
ICGI '00 Proceedings of the 5th International Colloquium on Grammatical Inference: Algorithms and Applications
Simple deterministic languages
SWAT '66 Proceedings of the 7th Annual Symposium on Switching and Automata Theory (swat 1966)
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We show a polynomial time PAC learnability of simple deterministic languages with new defined queries and samples. In this paper, we define a new query called hashed membership query. This query takes a 3-tuple of words. Then it replies with the membership of the word which is the concatenation of these three words in addition whether the 3-tuple represents a nonterminal or not in the target grammar. With this query, the polynomial time PAC learnability is shown by the same analysis in [2] on the new suggested algorithm in this paper.