Transfer in learning by doing

  • Authors:

  • Bill Krueger;Tim Oates;Tom Armstrong;Paul Cohen;Carole Beal

  • Affiliations:

  • University of Maryland Baltimore County, CSEE, Baltimore, MD;University of Maryland Baltimore County, CSEE, Baltimore, MD;University of Maryland Baltimore County, CSEE, Baltimore, MD;USC Information Sciences Institute, Marina del Rey, CA;USC Information Sciences Institute, Marina del Rey, CA

  • Venue:
  • IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
  • Year:
  • 2005

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Abstract

We develop two related themes, learning procedures and knowledge transfer. This paper introduces two methods for learning procedures and one for transferring previously-learned knowledge to a slightly different task. We demonstrate by experiment that transfer accelerates learning.