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冲动选择的机制:探索经验地形的实验与建模

Mechanisms of impulsive choice: Experiments to explore and models to map the empirical terrain.

机构信息

Kansas State University, Manhattan, KS, USA.

出版信息

Learn Behav. 2023 Dec;51(4):355-391. doi: 10.3758/s13420-023-00577-1. Epub 2023 Mar 13.

Abstract

Impulsive choice is preference for a smaller-sooner (SS) outcome over a larger-later (LL) outcome when LL choices result in greater reinforcement maximization. Delay discounting is a model of impulsive choice that describes the decaying value of a reinforcer over time, with impulsive choice evident when the empirical choice-delay function is steep. Steep discounting is correlated with multiple diseases and disorders. Thus, understanding the processes underlying impulsive choice is a popular topic for investigation. Experimental research has explored the conditions that moderate impulsive choice, and quantitative models of impulsive choice have been developed that elegantly represent the underlying processes. This review spotlights experimental research in impulsive choice covering human and nonhuman animals across the domains of learning, motivation, and cognition. Contemporary models of delay discounting designed to explain the underlying mechanisms of impulsive choice are discussed. These models focus on potential candidate mechanisms, which include perception, delay and/or reinforcer sensitivity, reinforcement maximization, motivation, and cognitive systems. Although the models collectively explain multiple mechanistic phenomena, there are several cognitive processes, such as attention and working memory, that are overlooked. Future research and model development should focus on bridging the gap between quantitative models and empirical phenomena.

摘要

冲动选择是指在延迟较大但奖励更大的情况下,偏好选择较小且即刻的(SS)结果,而当延迟较大的情况下能够实现更大的强化最大化。延迟折扣是冲动选择的一种模型,描述了强化物随时间的衰减价值,当经验选择-延迟函数陡峭时,冲动选择就会明显。陡峭的折扣与多种疾病和障碍有关。因此,理解冲动选择的潜在过程是一个受欢迎的研究课题。实验研究已经探索了调节冲动选择的条件,并且已经开发出了冲动选择的定量模型,这些模型优雅地描述了潜在的过程。这篇综述重点介绍了冲动选择的实验研究,涵盖了学习、动机和认知领域的人类和非人类动物。讨论了旨在解释冲动选择潜在机制的当代延迟折扣模型。这些模型侧重于潜在的候选机制,包括感知、延迟和/或强化敏感性、强化最大化、动机和认知系统。尽管这些模型共同解释了多种机械现象,但仍有一些认知过程(如注意力和工作记忆)被忽视。未来的研究和模型开发应该专注于弥合定量模型和经验现象之间的差距。

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本文引用的文献

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Deprivation Has Inconsistent Effects on Delay Discounting: A Review.剥夺对延迟折扣的影响并不一致:一项综述。
Front Behav Neurosci. 2022 Feb 10;16:787322. doi: 10.3389/fnbeh.2022.787322. eCollection 2022.
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Rats delay gratification during a time-based diminishing returns task.大鼠在基于时间的收益递减任务中延迟满足。
J Exp Psychol Anim Learn Cogn. 2021 Oct;47(4):420-428. doi: 10.1037/xan0000305. Epub 2021 Sep 2.
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Reinforcer pathology predicts relapse in smokers.强化物病理学可预测吸烟者的复吸。
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