Extending the Predictive Mind

IF 1 2区 哲学 0 PHILOSOPHY
A. Clark
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引用次数: 4

Abstract

How do intelligent agents spawn and exploit integrated processing regimes spanning brain, body, and world? The answer may lie in the ability of the biological brain to select actions and policies in the light of counterfactual predictions — predictions about what kinds of futures will result if such-and-such actions are launched. Appeals to the minimization of ‘ counterfactual prediction errors ’ (the ones that would result under various scenarios) already play a leading role in attempts to apply the basic toolkit of the neurocomputational theory known as ‘ predictive processing ’ to higher cognitive functions such as policy selection and planning. In this paper, I show that this also leads naturally to the discovery and use of extended processing regimes de fi ned across heterogeneous mixtures of biological and non-biological resources. This solves a long-standing puzzle concerning the ‘ recruitment ’ of the right non-neural processing resources at the right time. It reveals how (and why) human brains spawn and maintain extended human minds.
扩展预测思维
智能体是如何产生和利用横跨大脑、身体和世界的综合处理机制的?答案可能在于生物大脑根据反事实预测选择行动和政策的能力,即如果采取这样或那样的行动,将产生什么样的未来。在将被称为“预测处理”的神经计算理论的基本工具包应用于更高的认知功能(如政策选择和规划)的尝试中,对“反事实预测错误”(在各种情况下会产生的错误)最小化的呼吁已经发挥了主导作用。在这篇论文中,我表明,这也自然导致了在生物和非生物资源的异质混合物中发现和使用扩展的处理机制。这解决了一个长期存在的难题,即在正确的时间“招募”正确的非神经处理资源。它揭示了人类大脑是如何(以及为什么)产生和维持扩展的人类思维的。
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来源期刊
CiteScore
2.60
自引率
0.00%
发文量
51
期刊介绍: The Australasian Journal of Philosophy (AJP) is one of the world''s leading philosophy journals. Founded in 1923, it has been continuously published ever since. It is recognized as one of the best in the analytic tradition, but is not narrow in what it regards as worthy of acceptance. Heavily cited in the general philosophical literature, it is covered by all the major abstracting and indexing services, including the Arts and Humanities Citation Index® which provides access to current and retrospective bibliographic information and cited references found in the world''s leading arts and humanities journals. In addition to Articles and Discussion Notes, the journal publishes Book Reviews and Book Notes as well as occasional commissioned Critical Notices. The journal is read world-wide and has recently published contributions from North and South American, European and Asian as well as Australasian authors.
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