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Learning strategies

Authors: Osherson, Daniel N.; Stob, Michael; Weinstein, Scott;

Learning strategies

Abstract

One interesting suggestion in selecting natural against nonnatural languages is that children master a language by selecting a grammar for it from an innately determinated class of candidates. It is the learning strategy to which the child conforms that determines the subset of innate grammars that can be successfully paired with incoming languages. The concept of 'exact identifiability' is defined as the first characteristics of the learning functions implemented by children, a variety of learning strategies are presented, the more realistic being totality, nontriviality and memory-limitedness. It is revealed that a theory of natural language is adequate only if the class of languages it specifies as natural is exactly identifiable by a total, nontrivial, n- memory-limited learning machine (for some reasonable choice of n). Both, the restrictedness and psychological reality of the strategies are discussed.

Keywords

Learning and adaptive systems in artificial intelligence, learning strategy, Formal languages and automata, Mathematical psychology, Engineering(all), natural language

  • BIP!
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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    33
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
33
Top 10%
Top 10%
Average
hybrid