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Building Intelligent Agents an Apprenticeship Multistrategy Learning Theory, Methodology, Tool and Case Studies

by Gheorghe Tecuci

  • ISBN: 9780126851250
  • ISBN10: 0126851255

Building Intelligent Agents an Apprenticeship Multistrategy Learning Theory, Methodology, Tool and Case Studies

by Gheorghe Tecuci

  • List Price: $123.00
  • Binding: Paperback
  • Publisher: Academic Pr
  • Publish date: 05/01/1998
  • ISBN: 9780126851250
  • ISBN10: 0126851255
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Description: A learning agent is a specialized interactive knowledge-based system that can be trained by a user to assist in a number of ways, such as performing tasks on the user's behalf or helping a number of users collaborate on a particular project. Building Intelligent Agents is unique in its comprehensive coverage of the subject. The first part of the book presents an original theory for building intelligent agents and a methodology and tool that implement the theory. The second part of the book presents complex and detailed case studies of building different types of agents: an educational assessment agent, a statistical analysis assessment and support agent, an engineering design assistant, and a virtual military commander. Featured in this book is Disciple, a toolkit for building interactive agents which function in much the same way as a human apprentice. Disciple-based agents can reason both with incomplete information, but also with information that is potentially incorrect.
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