03892nam 2200709 a 450 991045689600332120200520144314.00-262-30935-11-283-25854-497866132585400-262-29528-8(CKB)2550000000047420(EBL)3339287(OCoLC)751978786(SSID)ssj0000539101(PQKBManifestationID)12181654(PQKBTitleCode)TC0000539101(PQKBWorkID)10568192(PQKB)10531871(StDuBDS)EDZ0000130705(MiAaPQ)EBC3339287(OCoLC)751978786(OCoLC)754329739(OCoLC)816862182(OCoLC)857960995(OCoLC)961517540(OCoLC)962700739(OCoLC)966212051(OCoLC)988460516(OCoLC)990390355(OCoLC)992050050(OCoLC)995002843(OCoLC)1037912031(OCoLC)1038660470(OCoLC)1055346519(OCoLC)1062992973(OCoLC)1063831757(OCoLC)1081285471(OCoLC-P)751978786(MaCbMITP)8069(Au-PeEL)EBL3339287(CaPaEBR)ebr10496276(CaONFJC)MIL325854(EXLCZ)99255000000004742020100503d2011 uy 0engur|n|---|||||txtccrMetareasoning[electronic resource] thinking about thinking /edited by Michael T. Cox and Anita Raja ; foreword by Eric HorvitzCambridge, Mass. MIT Pressc20111 online resource (349 p.)Description based upon print version of record.0-262-01480-7 Includes bibliographical references and index.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 Agents11 Using Introspective Reasoning to Improve CBR System Performance12 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 Agents20 Varieties of Metacognition in Natural and Artificial SystemsContributors; IndexThis 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.Artificial intelligenceReasoning (Psychology)IntellectElectronic books.Artificial intelligence.Reasoning (Psychology)Intellect.006.3Cox Michael T.1955-1051890Raja Anita1975-174718Horvitz Eric1051891MiAaPQMiAaPQMiAaPQBOOK9910456896003321Metareasoning2482727UNINA