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A Skill‐Based Approach to Modeling the Attentional Blink

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Abstract People can often learn new tasks quickly. This is hard to explain with cognitive models because they either need extensive task‐specific knowledge or a long training session. In this… Click to show full abstract

Abstract People can often learn new tasks quickly. This is hard to explain with cognitive models because they either need extensive task‐specific knowledge or a long training session. In this article, we try to solve this by proposing that task knowledge can be decomposed into skills. A skill is a task‐independent set of knowledge that can be reused for different tasks. As a demonstration, we created an attentional blink model from the general skills that we extracted from models of visual attention and working memory. The results suggest that this is a feasible modeling method, which could lead to more generalizable models.

Keywords: skill based; blink; attentional blink; approach modeling; modeling attentional; based approach

Journal Title: Topics in Cognitive Science
Year Published: 2020

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