人工智能统一理论的机制方法

Y. Zhong
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引用次数: 1

摘要

结构主义、功能主义和行为主义是迄今为止研究人工智能的主要方法。到目前为止,这三种方法都取得了很大的进展。但另一方面,三者又相互分离,缺乏互补性。因此,本文试图提出一种新的人工智能研究方法,即探索智能形成机制的机制方法。结果表明,基于机制方法,这三种方法可以很好地统一起来。提出了机制方法和现有人工智能方法统一的框架。
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Mechanism approach to a unified theory of artificial intelligence
Structuralism, functionalism as well as behaviorism are the major approaches to the artificial intelligence (AI) research in the history till the present time. All the three approaches have made great progress so far. On the other hand, however, all the three are separated from each other and also lack of mutual complementation. An attempt was thus made in the paper to propose a new approach to the AI research, the mechanism approach that tries to explore the mechanism of intelligence formation. As results, the three approaches are found to be happily unified based on the mechanism approach. A framework would be reported on the mechanism approach and the unification of the existed AI approaches.
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