Goal-Driven Learning: Fundamental Issues: A Symposium Report

  title={Goal-Driven Learning: Fundamental Issues: A Symposium Report},
  author={David B. Leake and Ashwin Ram},
  journal={AI Magazine},
implicit in the user’s choice of training examples); and they address the question of how to learn by applying a single, fixed learning method. Although such systems provide a useful test bed for examining individual learning mechanisms, they are inadequate for use as real-world learners. The problem is that realworld situations offer countless opportunities for learning, and each of these opportunities licenses the learning of infinitely many concepts, few of which are actually useful… CONTINUE READING
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Publications referenced by this paper.
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Introspective reasoning using metaexplanationsfor multistrategy learning

  • A. Ram, M. Cox
  • Machine Learning : A Multistrategy Approach
  • 1993

A DecisionTheoretic Model for Deciding What to Learn Next

  • C. Dweck
  • Proceed - ings of the Machine Discovery Workshop…
  • 1992

Evaluating Explanations: A Content Theory

  • D. Leake
  • 1992
2 Excerpts

Learning several lessons

  • B. Krulwich, L. Birnbaum, G. Collins
  • 1992

Learning several lessons fromone experience

  • B. Krulwich, L. Birnbaum, G. Collins
  • Proceedings of the Fourteenth Annual Conference…
  • 1992

A theory of questions and question asking

  • A. Ram
  • The Journal
  • 1991
1 Excerpt

Deriving categories to achieve goals

  • L. Barsalou
  • The Psychology of Learning and Motivation…
  • 1991
1 Excerpt

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