Incremental learning of word concept based on reward through the conversation-like interaction

  • NISHIZAKI Makoto
    Faculty of Technology, Tokyo University of Agriculture & Technology
  • OMORI Takashi
    Faculty of Technology, Tokyo University of Agriculture & Technology

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Other Title
  • 会話的相互作用からえられる報酬にもとづいたインクリメンタルな単語概念の獲得

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Description

To realize the agent that is able to adapt the real world environment in which unkown objects may appear, the additive leaming of the object krowledge and the action for new problem is important. Actuallyhuman infant can learn the relationship between the concept of object and action and the word using conversation with parents. Therefore it is one of the key features for realizing the agent. In this paper, we use the memory model PATON, which represents the word concept as an association of multi-modal information, to show that PATON can acquire the word concept incrementally based on conversation with parents. And we discass that there is a possibility that PATON can acquire the action and word concept complementary.

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Details 詳細情報について

  • CRID
    1570572702484390528
  • NII Article ID
    110003314335
  • NII Book ID
    AN10449078
  • Text Lang
    ja
  • Data Source
    • CiNii Articles

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