{"title":"Requirements on the Use of Goal-Directed Imitation for Self-Adaptation","authors":"M. Hiel, H. Weigand","doi":"10.1109/DEXA.2006.123","DOIUrl":null,"url":null,"abstract":"Imitation is a powerful mechanism in human society, and has proven its usefulness in machine learning. This paper describes the notion of goal-directed imitation and its possible role in realizing self-adaptive systems. The conditions for its application are analyzed. We illustrate the working of imitation in self-adaptation by means of a small example","PeriodicalId":282986,"journal":{"name":"17th International Workshop on Database and Expert Systems Applications (DEXA'06)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"17th International Workshop on Database and Expert Systems Applications (DEXA'06)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DEXA.2006.123","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Imitation is a powerful mechanism in human society, and has proven its usefulness in machine learning. This paper describes the notion of goal-directed imitation and its possible role in realizing self-adaptive systems. The conditions for its application are analyzed. We illustrate the working of imitation in self-adaptation by means of a small example
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