Amazon cover image
Image from Amazon.com

Metareasoning : thinking about thinking / edited by Michael T. Cox and Anita Raja ; foreword by Eric Horvitz.

Contributor(s): Material type: TextTextCopyright date: ©2011Description: 1 online resource (vi, 340 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9780262295284
  • 0262295288
  • 1283258544
  • 9781283258548
Subject(s): Additional physical formats: Print version:: Metareasoning.DDC classification:
  • 006.3 22
LOC classification:
  • Q335 .M3987 2011eb
Online resources:
Contents:
Machine generated contents note: I. Basic Themes -- 1. Metareasoning: An Introduction / Anita Raja -- 2. There's No "Me" in "Meta" -- Or Is There? / Don Perlis -- 3. Metareasoning and Bounded Rationality / Shlomo Zilberstein -- II. Metalevel Control -- 4. Learning Expertise with Bounded Rationality and Self-Awareness / Smiljana Petrovic -- 5. Controlling Deliberation in Coordinators / David Musliner -- 6. Goal-Directed Metacontrol for Integrated Procedure Learning / Yolanda Gil -- 7. Metareasoning for Multispectral Satellite Image Interpretation / Robert Laddaga -- 8. Metareasoning as a Formal Computational Problem / Vincent Conitzer -- III. Introspective Monitoring -- 9. Metareasoning, Monitoring, and Self-Explanation / Michael T. Cox -- 10. Metareasoning for Self-Adaptation in Intelligent Agents / Joshua Jones -- 11. Using Introspective Reasoning to Improve CBR System Performance / David B. Leake -- 12. Metacognitive Loop and Reasoning about Anomalies / Dean Wright -- IV. Distributed Metareasoning -- 13. Coordinating Agents' Metalevel Control / Michael Krainin -- 14. Role of Metareasoning in Achieving Effective Multiagent Coordination / Terry L. Zimmerman -- 15. Distributed Metamanagement for Self-Protection and Self-Explanation / Catriona M. Kennedy -- 16. Weighted Prediction Divergence for Metareasoning / Maria Gini -- V. Models of Self -- 17. Metareasoning as an Integral Part of Commonsense and Autocognitive Reasoning / Lenhart Schubert -- 18. Robotic Models of Self / Brian Scassellati -- 19. Anthropomorphic Self-Models for Metareasoning Agents / Michael T. Cox -- 20. Varieties of Metacognition in Natural and Artificial Systems / Aaron Sloman.
Summary: This text offers a simple model of reasoning about reason as a framework for its discussions. Following this framework, the contributors consider meta-level control of computational activities, introspective monitoring, distributed meta-reasoning, and, putting all these aspects of meta- reasoning together.
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library EBSCO Computers Available
Total holds: 0

Includes bibliographical references and index.

Print version record.

This text offers a simple model of reasoning about reason as a framework for its discussions. Following this framework, the contributors consider meta-level control of computational activities, introspective monitoring, distributed meta-reasoning, and, putting all these aspects of meta- reasoning together.

Machine generated contents note: I. Basic Themes -- 1. Metareasoning: An Introduction / Anita Raja -- 2. There's No "Me" in "Meta" -- Or Is There? / Don Perlis -- 3. Metareasoning and Bounded Rationality / Shlomo Zilberstein -- II. Metalevel Control -- 4. Learning Expertise with Bounded Rationality and Self-Awareness / Smiljana Petrovic -- 5. Controlling Deliberation in Coordinators / David Musliner -- 6. Goal-Directed Metacontrol for Integrated Procedure Learning / Yolanda Gil -- 7. Metareasoning for Multispectral Satellite Image Interpretation / Robert Laddaga -- 8. Metareasoning as a Formal Computational Problem / Vincent Conitzer -- III. Introspective Monitoring -- 9. Metareasoning, Monitoring, and Self-Explanation / Michael T. Cox -- 10. Metareasoning for Self-Adaptation in Intelligent Agents / Joshua Jones -- 11. Using Introspective Reasoning to Improve CBR System Performance / David B. Leake -- 12. Metacognitive Loop and Reasoning about Anomalies / Dean Wright -- IV. Distributed Metareasoning -- 13. Coordinating Agents' Metalevel Control / Michael Krainin -- 14. Role of Metareasoning in Achieving Effective Multiagent Coordination / Terry L. Zimmerman -- 15. Distributed Metamanagement for Self-Protection and Self-Explanation / Catriona M. Kennedy -- 16. Weighted Prediction Divergence for Metareasoning / Maria Gini -- V. Models of Self -- 17. Metareasoning as an Integral Part of Commonsense and Autocognitive Reasoning / Lenhart Schubert -- 18. Robotic Models of Self / Brian Scassellati -- 19. Anthropomorphic Self-Models for Metareasoning Agents / Michael T. Cox -- 20. Varieties of Metacognition in Natural and Artificial Systems / Aaron Sloman.

Added to collection customer.56279.3

Powered by Koha