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Representation Change in The Marchitecture

机译:Marchitecture的表示变化

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摘要

The Marchitecture is a cognitive architecture for autonomous development of representations. The goals of The Marchitecture are domain independence, operating in the absence of knowledge engineering, learning an ontology of parameterized relational concepts, and elegance of design. Representation change comes about through a pair of primary mechanisms, which we term "assimilation" and "accommodation". Accommodation is the formation of concepts, which builds an ontology, and assimilation amounts to explaining or recasting data in terms of the developed ontology. This model is inspired by Piaget's Constructivist theory of learning. The Marchitecture assumes an ample amount of raw data to develop its representations, and it is therefore appropriate for long lived agents.
机译:Marchitecture是一种认知架构,用于自主发展的陈述。 Marchitecture的目标是领域独立性,在没有知识工程的情况下运作,学习参数化关系概念的本体,设计优雅。代表性改变通过一对主要机制,我们术语“同化”和“住宿”。住宿是概念的形成,它构建了本体论,并同化在发达的本体中解释或重新定位数据。该模型受到Piaget的建构主义学习理论的启发。 Marchitecture假设有充足的原始数据,以发展其陈述,因此适用于长寿剂。

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