Introduction to AI Robotics (Relié)

Robin-R Murphy

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  • The MIT Press

  • Paru le : 10/01/2001
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This text covers all the material needed to understand the principles behind the AI approach to robotics and to program an artificially intelligent robot for applications involving sensing, navigation, planning, and uncertainty. Robin Murphy is extremely effective at combining theoretical and practical. rigor with a light narrative touch. In the overview, for example, she touches upon anthropomorphic robots from classic films and science fiction stories before delving into the nuts and bolts of organizing intelligence in robots. Following the overview, Murphy contrasts AI and engineering approaches and discusses what she calls the three paradigms of AI robotics: hierarchical, reactive, and hybrid deliberative/reactive. Later chapters explore multiagent scenarios, navigation and path-planning for mobile robots, and the basics of computer vision and range sensing. Each chapter includes objectives, review questions, and exercises. Many chapters contain one or more case studies showing how the concepts were implemented on real robots. Murphy, who is well known for her classroom teaching, conveys the intellectual adventure of mastering complex theoretical and technical material.
  • ROBOTIC PARADIGMS
    • From Teleoperation To Autonomy
    • The Hierarchical Paradigm
    • Biological Foundations of the Reactive Paradigm
    • The Reactive Paradigm
    • Designing a Reactive Implementation
    • Common Sensing Techniques for Reactive Robots
    • The Hybrid Deliberative/Reactive Paradigm
    • Multi-agents
  • NAVIGATION
    • Topological Path Planning
    • Metric Path Planning
    • Localization and Map Making
    • On the Horizon.
  • Date de parution : 10/01/2001
  • Editeur : The MIT Press
  • ISBN : 0-262-13383-0
  • EAN : 9780262133838
  • Présentation : Relié
  • Nb. de pages : 466 pages
  • Poids : 1.045 Kg
  • Dimensions : 20,9 cm × 23,5 cm × 2,9 cm

Biographie de Robin-R Murphy

Robin R. Murphy is Associate Professor in the Department of Computer Science and Engineering, and in the Department of psychology, at the University of South Florida, Tampa.

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Introduction to AI Robotics
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