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Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, Methodology, Tool and Case Studies - Softcover
Synopsis
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. Also 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. This approach, in which the agent learns its behavior from its teacher, integrates many machine learning and knowledge acquisition techniques, taking advantage of their complementary strengths to compensate for each others weakness. As a consequence, it significantly reduces (or even eliminates) the involvement of a knowledge engineer in the process of building an intelligent agent.
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About the Author
Gheorghe Tecuci is Professor of Computer Science at George Mason University and a full member of the Romanian Academy. He has had around 100 scientific papers published, and is best known for his contributions to multistrategy learning and integrated machine learning and knowledge acquisition.
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- PublisherMorgan Kaufmann
- Publication date1998
- ISBN 10 0126851255
- ISBN 13 9780126851250
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages320
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Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, Methodology, Tool and Case Studies
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Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, Methodology, Tool and Case Studies
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Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, Methodology, Tool and Case Studies
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BUILDING INTELLIGENT AGENTS: AN APPRENTICESHIP MULTISTRATEGY LEARNING THEORY, METHODOLOGY, TOOL AND CASE STUDIES
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Academic Press, San Diego, 1998
ISBN 10: 0126851255
ISBN 13: 9780126851250
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Softcover. First Edition, First Printing. Octavo, 320 pages. In Good plus condition. Purple spine with white and green text. Covers have bending to corners, bumping to head edges, and mild shelf wear. Textblock has staining to head and tail edges. Shelved ND-E. 1378583. FP New Rockville Stock. Seller Inventory # 1378583
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Building Intelligent Agents: An Apprenticeship Multistrategy Learning Theory, Methodology, Tool and Case Studies
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Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, Methodology, Tool and Case Studies
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MORGAN KAUFMANN PUBL INC, 1998
ISBN 10: 0126851255
ISBN 13: 9780126851250
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Building Intelligent Agents
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Building Intelligent Agents: An Apprenticeship, Multistrategy Learning Theory, Methodology, Tool and Case Studies
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ISBN 10: 0126851255
ISBN 13: 9780126851250
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Building Intelligent Agents: An Apprenticeship Multistrategy Learning Theory, Methodology, Tool and Case Studies
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Paperback. Condition: Brand New. 1st edition. 320 pages. 9.75x7.00x0.75 inches. In Stock. Seller Inventory # __0126851255
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