雷斯科拉-瓦格纳模型：休谟因果理论的巅峰之作。

IF 0.9 4区心理学 Q4 BEHAVIORAL SCIENCES

Journal of Experimental Psychology-Animal Learning and Cognition Pub Date : 2022-10-01 Epub Date: 2022-05-12 DOI:10.1037/xan0000325

Edward A Wasserman, Leyre Castro

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引用次数: 0

摘要

罗伯特·瑞斯科拉和艾伦·瓦格纳的联想学习理论作为学习科学的主导模式统治了50年，受到了应有的赞誉。一个特别的承认是有必要的：它与大卫休谟的因果关系判断的联想理论密切对应。休谟的因果法则不仅被Rescorla-Wagner模型所接受，而且他们的机械解释做出了精确的定量预测，可以通过经验证据来评估，而不是通过猜测和论证。在这种框架下，雷斯科勒-瓦格纳模型真正代表了休谟因果关系哲学理论的科学巅峰。（PsycInfo Database Record (c) 2022 APA，版权所有）。

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The Rescorla-Wagner Model: The culmination of Hume's theory of causation.

The associative learning theory of Robert Rescorla and Allan Wagner has been duly celebrated for its 50-year reign as the predominant model in learning science. One special recognition is warranted: its close correspondence with David Hume's associative theory of causality judgment. Hume's rules by which causes come to suggest effects are not only embraced by the Rescorla-Wagner model, but their mechanistic account makes precise quantitative predictions that can be assessed by empirical evidence rather than by speculation and argumentation. Framed in this way, the Rescorla-Wagner model truly represents the scientific culmination of Hume's philosophical theory of causation. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

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来源期刊

Journal of Experimental Psychology-Animal Learning and Cognition Psychology-Experimental and Cognitive Psychology

CiteScore

2.90

自引率

23.10%

发文量

期刊介绍： The Journal of Experimental Psychology: Animal Learning and Cognition publishes experimental and theoretical studies concerning all aspects of animal behavior processes.