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000 camIa
001 2210080898663
003 OCoLC
005 20210225115151
006 m d
007 cr cnu---unuuu
008 200912s2019 maua ob 001 0 eng d
020 a9780262348157q(electronic bk.)
020 a0262348152q(electronic bk.)
020 z9780262038485
020 z026203848X
035 a2617600b(NT)
035 a(OCoLC)1194867894
040 aYDXbengcYDXdEBLCPdOCLCOdNd221008
050 aTJ211b.M865 2019
082 a629.8/6263223
100 aMurphy, Robin,d1957-eauthor.
245 00 aIntroduction to AI roboticsh[electronic resource] /cRobin R. Murphy.
250 aSecond edition.
260 aCambridge, Massachusetts :bThe MIT Press,c[2019]
300 a1 online resource.
490 aIntelligent robotics and autonomous agents
505 aIntro -- Series Page -- Title Page -- Copyright -- Dedication -- Brief Contents -- Table of Contents -- Preface -- Acknowledgments -- I: Framework for Thinking About AI and Robotics -- 1. What Are Intelligent Robots? -- 1.1. Overview -- 1.2. Definition: What Is an Intelligent Robot? -- 1.3. What Are the Components of a Robot? -- 1.4. Three Modalities: What Are the Kinds of Robots? -- 1.5. Motivation: Why Robots? -- 1.6. Seven Areas of AI: Why Intelligence? -- 1.7. Summary -- 1.8. Exercises -- 1.9. End Notes -- 2. A Brief History of AI Robotics -- 2.1. Overview
505 a2.2. Robots as Tools, Agents, or Joint Cognitive Systems -- 2.3. World War II and the Nuclear Industry -- 2.4. Industrial Manipulators -- 2.5. Mobile Robots -- 2.6. Drones -- 2.7. The Move to Joint Cognitive Systems -- 2.8. Summary -- 2.9. Exercises -- 2.10. End Notes -- 3. Automation and Autonomy -- 3.1. Overview -- 3.2. The Four Sliders of Autonomous Capabilities -- 3.2.1. Plans: Generation versus Execution -- 3.2.2. Actions: Deterministic versus Non-deterministic -- 3.2.3. Models: Open- versus Closed-World -- 3.2.4. Knowledge Representation: Symbols versus Signals -- 3.3. Bounded Rationality
505 a3.4. Impact of Automation and Autonomy -- 3.5. Impact on Programming Style -- 3.6. Impact on Hardware Design -- 3.7. Impact on Types of Functional Failures -- 3.7.1. Functional Failures -- 3.7.2. Impact on Types of Human Error -- 3.8. Trade-Spaces in Adding Autonomous Capabilities -- 3.9. Summary -- 3.10. Exercises -- 3.11. End Notes -- 4. Software Organization of Autonomy -- 4.1. Overview -- 4.2. The Three Types of Software Architectures -- 4.2.1. Types of Architectures -- 4.2.2. Architectures Reinforce Good Software Engineering Principles -- 4.3. Canonical AI Robotics Operational Architecture
505 a4.3.1. Attributes for Describing Layers -- 4.3.2. The Reactive Layer -- 4.3.3. The Deliberative Layer -- 4.3.4. The Interactive Layer -- 4.3.5. Canonical Operational Architecture Diagram -- 4.4. Other Operational Architectures -- 4.4.1. Levels of Automation -- 4.4.2. Autonomous Control Levels (ACL) -- 4.4.3. Levels of Initiative -- 4.5. Five Subsystems in Systems Architectures -- 4.6. Three Systems Architecture Paradigms -- 4.6.1. Trait 1: Interaction Between Primitives -- 4.6.2. Trait 2: Sensing Route -- 4.6.3. Hierarchical Systems Architecture Paradigm -- 4.6.4. Reactive Systems Paradigm
505 a4.6.5. Hybrid Deliberative/Reactive Systems Paradigm -- 4.7. Execution Approval and Task Execution -- 4.8. Summary -- 4.9. Exercises -- 4.10. End Notes -- 5. Telesystems -- 5.1. Overview -- 5.2. Taskable Agency versus Remote Presence -- 5.3. The Seven Components of a Telesystem -- 5.4. Human Supervisory Control -- 5.4.1. Types of Supervisory Control -- 5.4.2. Human Supervisory Control for Telesystems -- 5.4.3. Manual Control -- 5.4.4. Traded Control -- 5.4.5. Shared Control -- 5.4.6. Guarded Motion -- 5.5. Human Factors -- 5.5.1. Cognitive Fatigue -- 5.5.2. Latency -- 5.5.3. Human: Robot Ratio
520 aA comprehensive survey of artificial intelligence algorithms and programming organization for robot systems, combining theoretical rigor and practical applications.
588 aPrint version record.
590 aAdded to collection customer.56279.3
650 aRobotics.
650 aArtificial intelligence.
655 aElectronic books.
655 aElectronic books.
776 iPrint version:aMurphy, Robin, 1957-tIntroduction to AI robotics.bSecond edition.dCambridge, Massachusetts : The MIT Press, [2019]z9780262348157w(DLC) 2017059414w(OCoLC)1019845862
830 aIntelligent robotics and autonomous agents.
856 3EBSCOhostuhttp://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2617600
938 aProQuest Ebook CentralbEBLBnEBL6340541
938 aYBP Library ServicesbYANKn16942686
938 aEBSCOhostbEBSCn2617600
994 a92bN
Introduction to AI robotics[electronic resource] /Robin R. Murphy
종류
전자책
서명
Introduction to AI robotics[electronic resource] /Robin R. Murphy
저자명
판 사항
Second edition.
발행사항
Cambridge, Massachusetts : The MIT Press [2019]
형태사항
1 online resource
주기사항
A comprehensive survey of artificial intelligence algorithms and programming organization for robot systems, combining theoretical rigor and practical applications.
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