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Artificial Intelligence

Foundations of Computational Agents

Authors

David L. Poole, University of British Columbia, Vancouver, Alan K. Mackworth, University of British Columbia, Vancouver

Description

Artificial intelligence, including machine learning, has emerged as a transformational science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents presents AI using a coherent framework to study the design of intelligent computational agents. By showing how the basic approaches fit into a multidimensional design space, readers learn the fundamentals without losing sight of the bigger picture. The new edition also features expanded coverage on machine learning material, as well as on the social and ethical consequences of AI and…

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Key features

  • Rich online supplementary resources include comprehensive Python code, problems, animations and lecture slides
  • Provides three complementary software systems - Python, AILog and AIspace - for experimentation and extension
  • Pedagogical features include examples, bolded key terms, end-of-chapter reviews, further reading lists and exercises

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