UID:
almafu_9959227805602883
Format:
1 online resource (349 p.)
ISBN:
0-262-30935-1
,
1-283-25854-4
,
9786613258540
,
0-262-29528-8
Content:
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.
Note:
Description based upon print version of record.
,
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
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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
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20 Varieties of Metacognition in Natural and Artificial SystemsContributors; Index
,
English
Additional Edition:
ISBN 0-262-01480-7
Language:
English
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