Many-Layered Learning

  • Authors:
  • Affiliations:
  • Venue:
  • ICDL '02 Proceedings of the 2nd International Conference on Development and Learning
  • Year:
  • 2002

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Abstract

We examine how a network of many knowledge layers canbe constructed in an on-line manner, such that the learnedunits represent building blocks of knowledge that serve tocompress the overall representation.Our novel STL algorithm demonstrates a method for simultaneously acquiring and organizing a collection of concepts and functions as amany-layered network.