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Title Metareasoning : thinking about thinking / edited by Michael T. Cox and Anita Raja ; foreword by Eric Horvitz.
Imprint Cambridge, Mass. : MIT Press, [2011]
©2011

Subject Artificial intelligence.
Reasoning (Psychology)
Intellect.
Alt Name Cox, Michael T., 1955-
Raja, Anita, 1975-
Description 1 online resource (vi, 340 pages) : illustrations
Bibliography Note Includes bibliographical references and index.
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.
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.
Note Print version record.
ISBN 9780262295284 (electronic bk.)
0262295288 (electronic bk.)
1283258544
9781283258548
9780262014809 (hardcover ; alk. paper)
0262014807 (hardcover ; alk. paper)
OCLC # 751978786
Additional Format Print version: Metareasoning. Cambridge, Mass. : MIT Press, ©2011 9780262014809 (DLC) 2010015787 (OCoLC)611551144