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What should a robot learn from an infant? Mechanisms of action interpretation and observational learning in infancy

机译:机器人应该从婴儿中学到什么?行动解释与初期观察学习机制

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The paper provides a summary of our recent research on preverbal infants (using violation-of-expectation and observational learning paradigms) demonstrating that one-year-olds interpret and draw systematic inferences about other's goal-directed actions, and can rely on such inferences when imitating other's actions or emulating their goals. To account for these findings it is proposed that one-year- olds apply a non-mentalistic action interpretational system, the 'teleological stance' that represents actions by relating relevant aspects of reality (action, goal-state, and situational constraints) through the principle of rational action, which assumes that actions function to realize goal-states by the most efficient means available in the actor's situation. The relevance of these research findings and the proposed theoretical model for how to realize the goal of epigenetic robotics of building a 'socially relevant' humanoid robot is discussed.
机译:本文概述了我们最近对疟原虫婴儿的研究(使用违规行为和观察学习范式)的研究展示了一岁的人解释和吸引了对其他目标定向行为的系统推论,并且可以依赖于这种推断模仿其他的行为或模仿他们的目标。要考虑这些调查结果,建议一岁的人申请非心理主义行动解释系统,“目的地立场”通过将现实(行动,目标和情况和态势制约)的相关方面联系起来理性行动原则,这假设行动函数通过演员情况中最有效的手段实现目标状态。讨论了这些研究结果的相关性和如何实现如何实现建立“社会相关”人形机器人的表观遗传机器人目标的目标。

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