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Microslip as a Simulated Artificial Mind

机译:作为模拟人工思维的微滑

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摘要

A microslip is a type of action hesitation we experience in everyday life, which highlights the gap between human action and machine action patterns. By proposing a simple computational model for microslips, we examine the microslip as an implicit parallel dynamics underneath human cognition. Here, an agent, given as a dynamical system of a simple neural architecture, takes one of two choices, whose neural net is evolved using a genetic algorithm. An evolved agent often shows a hierarchy of action primitives and intentionality, and the agent is sensitive to the subtle differences of the object's layout, which results in a complex basin structures in the action-selection landscape.
机译:微滑是我们在日常生活中遇到的一种动作犹豫,这突显了人类动作与机器动作模式之间的差距。通过为微单提出简单的计算模型,我们将微单视为人类认知下的隐式并行动力学。在这里,作为简单神经体系结构的动力学系统给出的代理,采取两种选择之一,其神经网络是使用遗传算法进行进化的。进化后的主体通常表现出动作原始性和意图性的等级,并且主体对对象布局的细微差异敏感,这导致动作选择景观中的盆地结构复杂。

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