• Title/Summary/Keyword: Probabilistic Affordence Models

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Motivation-Based Action Selection Mechanism with Bayesian Affordance Models for Intelligence Robot (지능로봇의 동기 기반 행동선택을 위한 베이지안 행동유발성 모델)

  • Son, Gwang-Hee;Lee, Sang-Hyoung;Huh, Il-Hong
    • Proceedings of the IEEK Conference
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    • 2009.05a
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    • pp.264-266
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    • 2009
  • A skill is defined as the special ability to do something well, especially as acquired by learning and practice. To learn a skill, a Bayesian network model for representing the skill is first learned. We will regard the Bayesian network for a skill as an affordance. We propose a soft Behavior Motivation(BM) switch as a method for ordering affordances to accomplish a task. Then, a skill is constructed as a combination of an affordance and a soft BM switch. To demonstrate the validity of our proposed method, some experiments were performed with GENIBO(Pet robot) performing a task using skills of Search-a-target-object, Approach-a-target-object, Push-up-in front of -a-target-object.

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