TY  - BOOK
AU  - Cox,Michael T.
AU  - Raja,Anita
AU  - Horvitz,Eric
AU  - Perlis,Don
AU  - Zilberstein,Shlomo
AU  - Epstein,Susan L.
AU  - Petrovic,Smiljana
AU  - Alexander,George
AU  - Musliner,David
AU  - Kim,Jihie
TI  - Metareasoning: Thinking about Thinking
T2  - The MIT Press Series
SN  - 9780262295284
AV  - Q335 -- .M3987 2011eb 
U1  - 006.3 
PY  - 2011///
CY  - Cambridge
PB  - MIT Press
KW  - Artificial intelligence
KW  - Reasoning (Psychology)
KW  - Intellect
KW  - Electronic books
N1  - 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
N2  - Experts report on the latest artificial intelligence research concerning reasoning about reasoning itself
UR  - https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=3339287
ER  -