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Artificial intelligence : foundations of computational agents / David L. Poole, Alan K. Mackworth [electronic resource]

By: Contributor(s): Material type: Computer fileComputer filePublication details: Cambridge : Cambridge University Press, 2010Notes: Title from publisher's bibliographic system (viewed on 05 Oct 2015).Description: 1 online resource (xvii, 662 pages) : digital, PDF file(s)ISBN:
  • 9780511794797 (E-book)
Subject(s): LOC classification:
  • Q 342 P66A 2010
Online resources:
Contents:
Agents in the World : What Are Agents and How Can They Be Built? -- Representing and Reasoning -- Learning and Planning -- Reasoning -- The Big Picture
Summary: Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. This textbook, aimed at junior to senior undergraduate students and first-year graduate students, presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. By showing how basic approaches fit into a multidimensional design space, readers can learn the fundamentals without losing sight of the bigger picture. The book balances theory and experiment, showing how to link them intimately together, and develops the science of AI together with its engineering applications. Although structured as a textbook, the book's straightforward, self-contained style will also appeal to a wide audience of professionals, researchers, and independent learners. AI is a rapidly developing field: this book encapsulates the latest results without being exhaustive and encyclopedic. The text is supported by an online learning environment, AIspace, http://aispace.org, so that students can experiment with the main AI algorithms plus problems, animations, lecture slides, and a knowledge representation system, AIlog, for experimentation and problem solving.
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Item type Current library Collection Shelving location Call number Status Barcode Course reserves
E-Book E-Book SPU Library, Bangkok (Main Campus) Electronic Resources On Display Q 342 P66A 2010 (Browse shelf(Opens below)) Available 9780511794797

เทคโนโลยีปัญญาประดิษฐ์ (ARTIFICIAL INTELLIGENCE TECHNOLOGY) ภาคการศึกษาที่ 2

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Title from publisher's bibliographic system (viewed on 05 Oct 2015).

Agents in the World : What Are Agents and How Can They Be Built? -- Representing and Reasoning -- Learning and Planning -- Reasoning -- The Big Picture

Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. This textbook, aimed at junior to senior undergraduate students and first-year graduate students, presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. By showing how basic approaches fit into a multidimensional design space, readers can learn the fundamentals without losing sight of the bigger picture. The book balances theory and experiment, showing how to link them intimately together, and develops the science of AI together with its engineering applications. Although structured as a textbook, the book's straightforward, self-contained style will also appeal to a wide audience of professionals, researchers, and independent learners. AI is a rapidly developing field: this book encapsulates the latest results without being exhaustive and encyclopedic. The text is supported by an online learning environment, AIspace, http://aispace.org, so that students can experiment with the main AI algorithms plus problems, animations, lecture slides, and a knowledge representation system, AIlog, for experimentation and problem solving.

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