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Repairing Learned Knowledge Using Experience

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dc.creator Winston, Patrick H.
dc.creator Rao, Satayjit
dc.date 2004-10-04T15:31:16Z
dc.date 2004-10-04T15:31:16Z
dc.date 1990-05-01
dc.date.accessioned 2013-10-09T02:45:57Z
dc.date.available 2013-10-09T02:45:57Z
dc.date.issued 2013-10-09
dc.identifier AIM-1231
dc.identifier http://hdl.handle.net/1721.1/6553
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description Explanation-based learning occurs when something useful is retained from an explanation, usually an account of how some particular problem can be solved given a sound theory. Many real-world explanations are not based on sound theory, however, and wrong things may be learned accidentally, as subsequent failures will likely demonstrate. In this paper, we describe ways to isolate the facts that cause failures, ways to explain why those facts cause problems, and ways to repair learning mistakes. In particular, our program learns to distinguish pails from cups after making a few mistakes.
dc.format 1984828 bytes
dc.format 776339 bytes
dc.format application/postscript
dc.format application/pdf
dc.language en_US
dc.relation AIM-1231
dc.title Repairing Learned Knowledge Using Experience


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