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Metareasoning : Thinking about Thinking.

By: Contributor(s): Material type: TextTextSeries: The MIT Press SeriesPublisher: Cambridge : MIT Press, 2011Copyright date: ©2011Edition: 1st edDescription: 1 online resource (349 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9780262295284
Subject(s): Genre/Form: Additional physical formats: Print version:: MetareasoningDDC classification:
  • 006.3
LOC classification:
  • Q335 -- .M3987 2011eb
Online resources:
Contents:
Cover -- Contents -- Foreword -- I Basic Themes -- 1 Metareasoning -- 2 There's No "Me" in "Meta"-Or Is There? -- 3 Metareasoning and Bounded Rationality -- II Metalevel Control -- 4 Learning Expertise with Bounded Rationality and Self-Awareness -- 5 Controlling Deliberation in Coordinators -- 6 Goal-Directed Metacontrol for Integrated Procedure Learning -- 7 Metareasoning for Multispectral Satellite Image Interpretation -- 8 Metareasoning as a Formal Computational Problem -- III Introspective Monitoring -- 9 Metareasoning, Monitoring, and Self-Explanation -- 10 Metareasoning for Self-Adaptation in Intelligent Agents -- 11 Using Introspective Reasoning to Improve CBR System Performance -- 12 The Metacognitive Loop and Reasoning about Anomalies -- IV Distributed Metareasoning -- 13 Coordinating Agents' Metalevel Control -- 14 The Role of Metareasoning in Achieving Effective Multiagent Coordination -- 15 Distributed Metamanagement for Self-Protection and Self-Explanation -- 16 Weighted Prediction Divergence for Metareasoning -- V Models of Self -- 17 Metareasoning as an Integral Part of Commonsense and Autocognitive Reasoning -- 18 Robotic Models of Self -- 19 Anthropomorphic Self-Models for Metareasoning Agents -- 20 Varieties of Metacognition in Natural and Artificial Systems -- Contributors -- Index.
Summary: Experts report on the latest artificial intelligence research concerning reasoning about reasoning itself.
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Cover -- Contents -- Foreword -- I Basic Themes -- 1 Metareasoning -- 2 There's No "Me" in "Meta"-Or Is There? -- 3 Metareasoning and Bounded Rationality -- II Metalevel Control -- 4 Learning Expertise with Bounded Rationality and Self-Awareness -- 5 Controlling Deliberation in Coordinators -- 6 Goal-Directed Metacontrol for Integrated Procedure Learning -- 7 Metareasoning for Multispectral Satellite Image Interpretation -- 8 Metareasoning as a Formal Computational Problem -- III Introspective Monitoring -- 9 Metareasoning, Monitoring, and Self-Explanation -- 10 Metareasoning for Self-Adaptation in Intelligent Agents -- 11 Using Introspective Reasoning to Improve CBR System Performance -- 12 The Metacognitive Loop and Reasoning about Anomalies -- IV Distributed Metareasoning -- 13 Coordinating Agents' Metalevel Control -- 14 The Role of Metareasoning in Achieving Effective Multiagent Coordination -- 15 Distributed Metamanagement for Self-Protection and Self-Explanation -- 16 Weighted Prediction Divergence for Metareasoning -- V Models of Self -- 17 Metareasoning as an Integral Part of Commonsense and Autocognitive Reasoning -- 18 Robotic Models of Self -- 19 Anthropomorphic Self-Models for Metareasoning Agents -- 20 Varieties of Metacognition in Natural and Artificial Systems -- Contributors -- Index.

Experts report on the latest artificial intelligence research concerning reasoning about reasoning itself.

Description based on publisher supplied metadata and other sources.

Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

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