Goal-Driven Learning
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Goal-Driven Learning

Goal-Driven Learning


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About the Book

Table of Contents:
Learning, goals, and learning goals, Ashwin Ram and David B. Leake. Part 1 Current state of the field: planning to learn, Lawrence Hunter; quantitative results concerning the utility of explanation-based learning, Steven Minton; the use of explicit goals for knowledge to guide inference and learning, Ashwin Ram and Lawrence Hunter; deriving categories to achieve goals, Lawrence W. Barsalou; harpoons and long sticks - the interaction of theory and similarity in rule induction, Edward J. Wisniewski and Douglas L. Medlin; introspective reasoning using meta-explanations for multistrategy learning, Ashwin Ram and Michael T. Cox; goal-directed learning - a decision-theoretic model for deciding what to learn next, Marie desJardins; goal-based explanation evaluation, David B. Leake; planning to perceive, Louise Pryor and Gregg Collins; planning and learning in PRODIGY - overview of an integrated architecture, Jaime Carbonell et al; a learning model for the selection of problem-solving strategies in continuous physical systems, Xiaodong Xia and Dit-Yan Yeung; explicitly biased generalization, Diana Gordon and Donald Perlis; three levels of goal orientation in learning, Evelyn Ng and Carl Bereiter; characterizing the application of computer simulations in education - instructional criteria, Jos J.A. van Berkum et al. Part 2 Current research and recent directions: goal-driven learning - fundamental issues and symposium report, David B. Leake and Ashwin Ram; storage side effects - studying processing to understand learning, Lawrence W. Barsalou; goal-driven learning in multistrategy reasoning and learning systems, Ashwin Ram et al; inference to the best plan - a coherence theory of decision, Paul Thagard and Elijah Millgram; toward goal-driven integration of explanation and action, David B. Leake; learning as goal-driven inference, Ryszard Michalski and Ashwin Ram.


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Product Details
  • ISBN-13: 9780262181655
  • Publisher: MIT Press Ltd
  • Publisher Imprint: MIT Press
  • Height: 254 mm
  • No of Pages: 572
  • Spine Width: 44 mm
  • Width: 178 mm
  • ISBN-10: 0262181657
  • Publisher Date: 30 Aug 1995
  • Binding: Hardback
  • Language: English
  • Series Title: A Bradford Book
  • Weight: 1315 gr


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