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文章基本信息

  • 标题:Knowledge Spaces and the Completeness of Learning Strategies
  • 本地全文:下载
  • 作者:Stefano Berardi ; Ugo de'Liguoro
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2012
  • 卷号:16
  • 页码:77-91
  • DOI:10.4230/LIPIcs.CSL.2012.77
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:We propose a theory of learning aimed to formalize some ideas underlying Coquand's game semantics and Krivine's realizability of classical logic. We introduce a notion of knowledge state together with a new topology, capturing finite positive and negative information that guides a learning strategy. We use a leading example to illustrate how non-constructive proofs lead to continuous and effective learning strategies over knowledge spaces, and prove that our learning semantics is sound and complete w.r.t. classical truth, as it is the case for Coquand's and Krivine's approaches.
  • 关键词:Classical Logic; Proof Mining; Game Semantics; Learning; Realizability
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