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

• Pubblicazione: Cambridge, Mass., : MIT Press, c2011
• Descrizione fisica: 1 online resource (349 p.)
• Disciplina: 006.3
• Soggetto topico: Artificial intelligence; Reasoning (Psychology); Intellect
• Soggetto genere / forma: Electronic books.
• Altri autori: CoxMichael T. <1955-> RajaAnita <1975-> HorvitzEric
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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 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 Agents ; 20 Varieties of Metacognition in Natural and Artificial SystemsContributors; Index
• Sommario/riassunto: 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.
• Titolo autorizzato: Metareasoning
• ISBN: 0-262-30935-1; 1-283-25854-4; 9786613258540; 0-262-29528-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910456896003321
• Lo trovi qui: Univ. Federico II