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  • 标题:A Model of Belief Formation Based on Causality and Application to N-armed Bandit Problem
  • 本地全文:下载
  • 作者:Shuji Shinohara ; Ryo Taguchi ; Kouichi Katsurada
  • 期刊名称:人工知能学会論文誌
  • 印刷版ISSN:1346-0714
  • 电子版ISSN:1346-8030
  • 出版年度:2007
  • 卷号:22
  • 期号:1
  • 页码:58-68
  • DOI:10.1527/tjsai.22.58
  • 出版社:The Japanese Society for Artificial Intelligence
  • 摘要:Through numbers of studies on the formation of equivalence relations and causal induction, it is known that human beings tend to consider conditional statements ``if p then q " as biconditional statements ``if and only if p then q ": we call the tendency to perceive ``if p then q " as ``if q then p " the ``symmetry bias". On the other hand, many studies on children's word learning have pointed out that children tend to expect each object has only one label. This is so-called the ``mutual exclusivity bias". This bias implies
  • 关键词:causal induction ; symmetry bias ; mutual exclusivity bias ; n -armed bandit problem ; trade-off between exploration and exploitation
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