真知灼见的人工智能

IF 1.8 3区 心理学 Q1 LINGUISTICS
Mind & Language Pub Date : 2021-01-18 DOI:10.1111/MILA.12321
Marta Halina
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引用次数: 11

摘要

击败围棋世界冠军李世石,震惊了世界。AlphaGo展现了一种新颖、令人惊讶和有价值的游戏风格,并被人工智能(AI)和围棋界公认为“创造性”。本文根据比较心理学的标准来考察AlphaGo是否参与创造性的问题解决。我认为AlphaGo展示了创造性问题解决的一个重要方面(即以蒙特卡洛树搜索的形式构建心理场景),而缺乏另一个方面(领域通用性)。这一分析对我们如何看待人类和人工智能的创造力产生了影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Insightful artificial intelligence
surprised the world by defeating the world-champion Go player, Lee Sedol. AlphaGo exhibits a novel, surprising and valuable style of play and has been recognised as “ creative ” by the artificial intelligence (AI) and Go communities. This article examines whether AlphaGo engages in creative problem solving according to the standards of comparative psychology. I argue that AlphaGo displays one important aspect of creative problem solving (namely mental scenario building in the form of Monte Carlo tree search), while lacking another (domain generality). This analysis has consequences for how we think about creativity in humans and AI.
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来源期刊
Mind & Language
Mind & Language Multiple-
CiteScore
4.90
自引率
0.00%
发文量
58
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