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Titlebook: Logical Foundations for Cognitive Agents; Contributions in Hon Hector J. Levesque,Fiora Pirri Book 1999 Springer-Verlag Berlin Heidelberg 1

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书目名称Logical Foundations for Cognitive Agents
副标题Contributions in Hon
编辑Hector J. Levesque,Fiora Pirri
视频video
概述State of the art of the most significant research in the logical foundations for both reasoning about action and commonsense reasoning of intelligent agents
丛书名称Artificial Intelligence
图书封面Titlebook: Logical Foundations for Cognitive Agents; Contributions in Hon Hector J. Levesque,Fiora Pirri Book 1999 Springer-Verlag Berlin Heidelberg 1
描述It is a pleasure and an honor to be able to present this collection of papers to Ray Reiter on the occasion of his 60th birthday. To say that Ray‘s research has had a deep impact on the field of Artificial Intel­ ligence is a considerable understatement. Better to say that anyone thinking of do­ ing work in areas like deductive databases, default reasoning, diagnosis, reasoning about action, and others should realize that they are likely to end up proving corol­ laries to Ray‘s theorems. Sometimes studying related work makes us think harder about the way we approach a problem; studying Ray‘s work is as likely to make us want to drop our way of doing things and take up his. This is because more than a mere visionary, Ray has always been a true leader. He shows us how to proceed not by pointing from his armchair, but by blazing a trail himself, setting up camp, and waiting for the rest of us to arrive. The International Joint Conference on Ar­ tificial Intelligence clearly recognized this and awarded Ray its highest honor, the Research Excellence award in 1993, before it had even finished acknowledging all the founders of the field. The papers collected here sample from many of the a
出版日期Book 1999
关键词agents; artificial intelligence; behavior; commonsense reasoning; control; default logic; hybrid systems; k
版次1
doihttps://doi.org/10.1007/978-3-642-60211-5
isbn_softcover978-3-642-64306-4
isbn_ebook978-3-642-60211-5Series ISSN 1431-0066
issn_series 1431-0066
copyrightSpringer-Verlag Berlin Heidelberg 1999
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Toward Efficient Default Reasoning,orrectness for speed, but we argue that the nature of default reasoning makes this trade relatively inexpensive and intuitively plausible. This approach not only accords well with Reiter’s original motivations, but converges to Default Logic in the computational limit. We describe a prototype implem
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Explanatory Diagnosis: Conjecturing Actions to Explain Observations,ng an explanatory diagnosis can be achieved by regression followed by theorem proving in the database describing what is known of the initial state of our system. Further, we show that by exploiting features inherent to diagnosis problems, we can simplify the diagnosis task.
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Book 1999us to arrive. The International Joint Conference on Ar­ tificial Intelligence clearly recognized this and awarded Ray its highest honor, the Research Excellence award in 1993, before it had even finished acknowledging all the founders of the field. The papers collected here sample from many of the a
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Richard Rosemberg. Subsequently, we achieve feature selection based on the mapping relationship between the original feature space and the subspace. Furthermore, we enhance the accuracy of label correlations by maintaining consistency between the subspace and the feature space, achieving adaptive subspace learning.
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