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Metareasoning : thinking about thinking /

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 to...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Cox, Michael T., 1955-, Raja, Anita, 1975-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, ©2011.
©2011
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.