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The theory of mind hypothesis of autism: A critical evaluation of the status quo. 自闭症心理理论假说:对现状的批判性评价。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-09 DOI: 10.1037/rev0000532
Emily L Long, Caroline Catmur, Geoffrey Bird

The theory of mind (ToM) hypothesis of autism is the idea that difficulties inferring the mental states of others may explain social communication difficulties in autism. In the present article, we critically evaluate existing theoretical accounts, concluding that none provides a sufficient explanation of ToM in autism. We then evaluate existing tests of ToM, identifying problems that limit the validity of the conclusions that may be drawn from them. Finally, as an example of how the identified issues may be resolved, we describe work developing a psychological account of ToM (the Mind-space framework) and a new test of ToM accuracy (the Interview Task). (PsycInfo Database Record (c) 2025 APA, all rights reserved).

自闭症的心理理论(ToM)假说认为,推断他人心理状态的困难可以解释自闭症患者的社会沟通困难。在本文中,我们批判性地评估了现有的理论,得出的结论是,没有一个理论能充分解释自闭症中的ToM。然后,我们评估ToM的现有测试,找出限制可能从中得出的结论有效性的问题。最后,作为如何解决已识别问题的一个例子,我们描述了开发ToM的心理解释(心智空间框架)和ToM准确性的新测试(访谈任务)的工作。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
As different as fear and anxiety: Introducing the fear and anxiety model of placebo hypoalgesia and nocebo hyperalgesia. 就像恐惧和焦虑一样不同:介绍安慰剂痛觉减退和反安慰剂痛觉过敏的恐惧和焦虑模型。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-06 DOI: 10.1037/rev0000521
Daryna Rubanets, Julia Badzińska, Sofiia Honcharova, Przemysław Bąbel, Elżbieta A Bajcar

Research suggests that negative affective states, such as fear and anxiety that accompany placebo treatment may be considered predictors of placebo hypoalgesia and nocebo hyperalgesia. There is also data showing that the likelihood of developing nocebo hyperalgesia is related to the relatively stable tendency to experience these negative emotions. We aimed to summarize the current state-of-the-art in studies and theoretical models on the role of fear and anxiety in placebo hypoalgesia/nocebo hyperalgesia, with a clear differentiation between these emotions. The role of fear and anxiety accompanying placebo treatment in shaping placebo effects is often studied, but less attention has been given to pretreatment emotional states. We propose a model that combines knowledge from the emotional and pain paradigms with the current research on placebo hypoalgesia and nocebo hyperalgesia to present the involvement of fear and anxiety as traits, as well as pretreatment and posttreatment states of fear and anxiety to placebo effects. The main assumption of the model is that trait fear, trait anxiety, and related pretreatment affective states impact pain perception differently. Heightened fear is associated with decreased pain perception, while heightened anxiety is linked to increased pain perception. Consequently, heightened pretreatment fear may lead to reduced nocebo hyperalgesia and enhanced placebo hypoalgesia, while heightened pretreatment anxiety may result in decreased placebo hypoalgesia and increased nocebo hyperalgesia. In conclusion, we propose future research directions and clinical applications of the model. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

研究表明,伴随安慰剂治疗的负面情感状态,如恐惧和焦虑,可能被认为是安慰剂痛觉减退和反安慰剂痛觉过敏的预测因素。也有数据显示,反安慰剂过敏的可能性与经历这些负面情绪的相对稳定的倾向有关。我们旨在总结目前关于恐惧和焦虑在安慰剂疼痛减退/反安慰剂疼痛过敏中的作用的最新研究和理论模型,并明确区分这两种情绪。伴随安慰剂治疗的恐惧和焦虑在安慰剂效应形成中的作用经常被研究,但对预处理情绪状态的关注较少。我们提出了一个模型,将情绪和疼痛范式的知识与目前对安慰剂痛觉减退和反安慰剂痛觉过敏的研究相结合,以呈现恐惧和焦虑作为特征的参与,以及恐惧和焦虑的治疗前和治疗后状态对安慰剂效应的影响。该模型的主要假设是特质恐惧、特质焦虑和相关的预处理情感状态对疼痛感知的影响是不同的。恐惧加剧与痛觉减少有关,而焦虑加剧与痛觉增加有关。因此,增强的预处理恐惧可能导致反安慰剂痛觉过敏减轻和安慰剂痛觉过敏增强,而增强的预处理焦虑可能导致安慰剂痛觉过敏减轻和反安慰剂痛觉过敏增加。最后,提出了该模型未来的研究方向和临床应用。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Grounding computational cognitive models. 基础计算认知模型。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-06 DOI: 10.1037/rev0000533
Casimir J H Ludwig, Erik Stuchlý, Gaurav Malhotra

Cognitive scientists and neuroscientists are increasingly deploying computational models to develop testable theories of psychological functions and make quantitative predictions about cognition, brain activity, and behavior. Computational models are used to explain target phenomena such as experimental effects, individual, and/or population differences. They do so by relating these phenomena to the underlying components of the model that map onto distinct cognitive mechanisms. These components make up a "cognitive state space," where different positions correspond to different cognitive states that produce variation in behavior. We examine the rationale and practice of such model-based inferences and argue that model-based explanations typically miss a key ingredient: They fail to explain why and how agents occupy specific positions in this space. A critical insight is that the agent's position in the state space is not fixed, but that the behavior they produce is the result of a trajectory. Therefore, we discuss (a) the constraints that limit movement in the state space; (b) the reasons for moving around at all (i.e., agents' objectives); and (c) the information and cognitive mechanisms that guide these movements. We review existing research practices, from experimental design to the model-based analysis of data, and through simulations we demonstrate some of the inferential pitfalls that arise when we ignore these dynamics. By bringing the agent's perspective into sharp focus, we stand to gain better and more complete explanations of the variation in cognition and behavior over time, between different environmental conditions, and between different populations or individuals. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

认知科学家和神经科学家越来越多地使用计算模型来开发可测试的心理功能理论,并对认知、大脑活动和行为进行定量预测。计算模型用于解释目标现象,如实验效应、个体和/或群体差异。他们通过将这些现象与映射到不同认知机制的模型的潜在组成部分联系起来来做到这一点。这些成分构成了一个“认知状态空间”,不同的位置对应不同的认知状态,从而产生不同的行为。我们研究了这种基于模型的推理的基本原理和实践,并认为基于模型的解释通常忽略了一个关键因素:它们无法解释代理为什么以及如何占据这个空间的特定位置。一个关键的见解是,智能体在状态空间中的位置不是固定的,但它们产生的行为是轨迹的结果。因此,我们讨论(a)在状态空间中限制运动的约束;(b)移动的原因(即代理商的目标);(c)引导这些动作的信息和认知机制。我们回顾了现有的研究实践,从实验设计到基于模型的数据分析,并通过模拟展示了当我们忽略这些动态时出现的一些推断陷阱。通过将主体的视角聚焦到焦点上,我们可以更好、更完整地解释认知和行为随时间、不同环境条件之间、不同群体或个体之间的变化。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
A unified neurocomputational model of prospective and retrospective timing. 一个统一的神经计算模型的前瞻性和回顾性的时间。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-06 DOI: 10.1037/rev0000519
Joost de Jong, Aaron R Voelker, Terrence C Stewart, Elkan G Akyürek, Chris Eliasmith, Hedderik van Rijn

Time is a central dimension against which perception, action, and cognition play out. From anticipating when future events will happen to recalling how long ago previous events occurred, humans and animals are exquisitely sensitive to temporal structure. Empirical evidence seems to suggest that estimating time prospectively (i.e., in passing) is qualitatively different from estimating time in retrospect (i.e., after the event is over). Indeed, computational models that attempt to explain both prospective and retrospective timing assume a fundamental separation of their underlying processes. We, in contrast, propose a new neurocomputational model of timing, the unified temporal coding (UTC) model that unifies prospective and retrospective timing through common principles. The UTC model assumes that both stimulus and timing information are represented inside the same rolling window of input history. As a consequence, the UTC model explains a wide range of phenomena typically covered by specialized models, such as conformity to and violations of the scalar property, one-shot learning of intervals, neural responses underlying timing, timing behavior under normal and distracting conditions, common capacity limits in timing and working memory, and how timing depends on attention. Strikingly, by assuming that prospective and retrospective timing rely on the same principles and are implemented in the same neural network, a simple attentional gain mechanism can resolve the apparently paradoxical effect of cognitive load on prospective and retrospective timing. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

时间是感知、行动和认知的中心维度。从预测未来事件发生的时间到回忆之前发生的事件的时间,人类和动物对时间结构非常敏感。经验证据似乎表明,预估时间(即,过去)与预估时间(即,事件结束后)在质量上是不同的。事实上,试图解释前瞻性和回顾性时间的计算模型假设它们的潜在过程是基本分离的。相比之下,我们提出了一种新的时序神经计算模型,即统一时间编码(UTC)模型,该模型通过共同原则统一了前瞻性和回顾性时序。UTC模型假设刺激和定时信息都在输入历史的相同滚动窗口中表示。因此,UTC模型解释了通常由专门模型涵盖的广泛现象,例如符合和违反标量性质,间隔的一次性学习,计时的神经反应,正常和分散条件下的计时行为,计时和工作记忆的共同容量限制,以及计时如何取决于注意力。值得注意的是,假设前瞻和回顾计时依赖于相同的原理,并在相同的神经网络中实现,一个简单的注意获得机制可以解决认知负荷对前瞻和回顾计时明显矛盾的影响。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Emotion understanding as third-person appraisals: Integrating appraisal theories with developmental theories of emotion. 作为第三人称评价的情绪理解:将评价理论与情绪发展理论相结合。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 Epub Date: 2024-09-19 DOI: 10.1037/rev0000507
Tiffany Doan, Desmond C Ong, Yang Wu

Emotion understanding goes beyond recognizing emotional displays-it also involves reasoning about how people's emotions are affected by their subjective evaluations of what they experienced. Inspired by work in adults on cognitive appraisal theories of emotion, we propose a framework that can guide systematic investigations of how an adult-like, sophisticated understanding of emotion develops from infancy to adulthood. We integrate basic concepts of appraisal theories with developmental theories of emotion understanding and suggest that over development, young children construct an intuitive, theory-like understanding of other people's emotions that is structurally similar to appraisal theories. That is, children are increasingly able to evaluate other people's situations from those people's perspectives along various appraisal dimensions and use such third-person appraisals to understand those people's emotional responses to events. This "third-person-appraisal" framework can not only incorporate existing empirical findings but can also identify gaps in the literature, providing a guiding framework for systematically investigating the development of emotion understanding. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

对情绪的理解不仅仅是识别情绪的表现--它还包括推理人们的情绪是如何受到他们对所经历事情的主观评价的影响的。受成人情绪认知评价理论研究的启发,我们提出了一个框架,该框架可以指导我们系统地研究成人对情绪的复杂理解是如何从婴儿期发展到成年期的。我们将评价理论的基本概念与情绪理解的发展理论相结合,并提出随着发展,幼儿会对他人的情绪构建一种直观的、理论式的理解,这种理解在结构上与评价理论相似。也就是说,儿童越来越能够从他人的角度出发,从不同的评价维度来评价他人的情况,并利用这种第三人称评价来理解他人对事件的情绪反应。这种 "第三人评价 "框架不仅可以纳入现有的实证研究成果,还可以找出文献中的空白,为系统研究情绪理解的发展提供指导框架。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
An entropy modulation theory of creative exploration. 创造性探索的熵调节理论
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 Epub Date: 2024-09-19 DOI: 10.1037/rev0000511
Thomas T Hills, Yoed N Kenett

Compared to individuals who are rated as less creative, higher creative individuals tend to produce ideas more quickly and with more novelty-what we call faster-and-further phenomenology. This has traditionally been explained either as supporting an associative theory-based on differences in the structure of cognitive representations-or as supporting an executive theory-based on the principle that higher creative individuals utilize cognitive control to navigate their cognitive representations differently. Though extensive research demonstrates evidence of differences in semantic structure, structural explanations are limited in their ability to formally explain faster-and-further phenomenology. At the same time, executive abilities also correlate with creativity, but formal process models explaining how they contribute to faster-and-further phenomenology are lacking. Here, we introduce entropy modulation theory which integrates structure and process-based creativity accounts. Relying on a broad set of evidence, entropy modulation theory assumes that the difference between lower and higher creative individuals lies in the executive modulation of entropy during cognitive search (e.g., memory retrieval). With retrieval targets racing to reach an activation threshold, activation magnitude and variance both independently enhance the entropy of target retrieval and increase retrieval speed, reproducing the faster-and-further phenomenology. Thus, apparent differences in semantic structure can be produced via an entropy modulating retrieval process, which tunes cognitive entropy to mediate cognitive flexibility and the exploration-exploitation trade-off. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

与那些被评为创造力较低的人相比,创造力较高的人往往能更快地产生想法,并具有更多新颖性--我们称之为 "更快更远现象学"。这种现象传统上被解释为支持联想理论(基于认知表征结构的差异),或者支持执行理论(基于较高创造力个体利用认知控制以不同方式浏览认知表征的原理)。虽然大量研究证明了语义结构的差异,但结构解释在正式解释更快更远现象方面能力有限。同时,执行能力也与创造力相关,但却缺乏正式的过程模型来解释执行能力如何促进更快更远现象。在此,我们提出了熵调节理论,该理论整合了基于结构和过程的创造力论述。根据一系列广泛的证据,熵调节理论认为,创造力较低和较高的个体之间的差异在于认知搜索(如记忆检索)过程中对熵的执行调节。在检索目标竞相达到激活阈值的情况下,激活幅度和方差都会独立地增强目标检索的熵,并提高检索速度,从而再现 "越快越好 "的现象。因此,语义结构的明显差异可以通过熵调节检索过程来产生,而熵调节认知熵则是认知灵活性和探索-开发权衡的中介。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Learners restrict their linguistic generalizations using preemption but not entrenchment: Evidence from artificial-language-learning studies with adults and children. 学习者使用抢占而非巩固来限制他们的语言概括:来自成人和儿童人工语言学习研究的证据。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 Epub Date: 2024-06-06 DOI: 10.1037/rev0000463
Anna Samara, Elizabeth Wonnacott, Gaurav Saxena, Ramya Maitreyee, Judit Fazekas, Ben Ambridge

A central goal of research into language acquisition is explaining how, when learners generalize to new cases, they appropriately restrict their generalizations (e.g., to avoid producing ungrammatical utterances such as *the clown laughed the man; "*" indicates an ungrammatical form). The past 30 years have seen an unresolved debate between statistical preemption and entrenchment as explanations. Under preemption, the use of a verb in a particular construction (e.g., *the clown laughed the man) is probabilistically blocked by hearing that other verb constructions with similar meanings only (e.g., the clown made the man laugh). Under entrenchment, such errors (e.g., *the clown laughed the man) are probabilistically blocked by hearing any utterance that includes the relevant verb (e.g., by the clown made the man laugh and the man laughed). Across five artificial-language-learning studies, we designed a training regime such that learners received evidence for the (by the relevant hypothesis) ungrammaticality of a particular unattested verb/noun + particle combination (e.g., *chila + kem; *squeako + kem) via either preemption only or entrenchment only. Across all five studies, participants in the preemption condition (as per our preregistered prediction) rated unattested verb/noun + particle combinations as less acceptable for restricted verbs/nouns, which appeared during training, than for unrestricted, novel-at-test verbs/nouns, which did not appear during training, that is, strong evidence for preemption. Participants in the entrenchment condition showed no evidence for such an effect (and in 3/5 experiments, positive evidence for the null). We conclude that a successful model of learning linguistic restrictions must instantiate competition between different forms only where they express the same (or similar) meanings. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

语言习得研究的一个核心目标是解释学习者在对新情况进行概括时,如何适当地限制他们的概括(例如,避免产生不合语法的语句,如*小丑嘲笑了那个人;"*"表示不合语法的形式)。在过去的 30 年里,统计先入为主和固化解释之间的争论一直悬而未决。在先入为主的情况下,一个动词在特定结构中的使用(如*the clown laughed the man)在概率上被其他具有类似意义的动词结构(如the clown made the man laugh)所阻断。在 "巩固"(entrenchment)条件下,如果听到任何包含相关动词的语句(例如:小丑逗那个人笑和那个人笑),这种错误(例如:*the clown laughed the man)就会在概率上被阻止。在五项人工语言学习研究中,我们设计了一套训练系统,让学习者通过抢占式或巩固式训练获得证据,证明(根据相关假设)特定的未被证实的动词/名词+微词组合(如*chila+kem;*squeako+kem)是不合语法的。在所有五项研究中,处于抢占条件下(根据我们预先登记的预测)的受试者对在训练中出现的限制性动词/名词和在训练中未出现的非限制性、新颖的受试动词/名词(即抢占的有力证据)的未考证动词/名词 + 微粒组合的接受度较低。而在 "巩固 "条件下,参与者没有显示出这种效应的证据(在 3/5 个实验中,显示出无效的正面证据)。我们的结论是,一个成功的语言限制学习模型必须在不同形式表达相同(或相似)含义的情况下将它们之间的竞争实例化。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Correction to "One thought too few: An adaptive rationale for punishing negligence" by Sarin and Cushman (2024). 更正Sarin和Cushman(2024)的“一个想法太少:惩罚疏忽的适应性理由”。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 Epub Date: 2025-01-13 DOI: 10.1037/rev0000539

Reports an error in "One thought too few: An adaptive rationale for punishing negligence" by Arunima Sarin and Fiery Cushman (Psychological Review, 2024[Apr], Vol 131[3], 812-824). In the original article, the copyright attribution was incorrectly listed, and the Creative Commons CC BY license disclaimer was incorrectly omitted from the author note. The correct copyright is "© 2024 The Author(s)," and the omitted disclaimer is present as: Open Access funding provided by University College London: This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0; http://creativecommons.org/li censes/by/4.0). This license permits copying and redistributing the work in any medium or format, as well as adapting the material for any purpose, even commercially. (The following abstract of the original article appeared in record 2024-74001-001). Why do we punish negligence? Some current accounts raise the possibility that it can be explained by the kinds of processes that lead us to punish ordinary harmful acts, such as outcome bias, character inference, or antecedent deliberative choices. Although they capture many important cases, these explanations fail to account for others. We argue that, in addition to these phenomena, there is something unique to the punishment of negligence itself: People hold others directly responsible for the basic fact of failing to bring to mind information that would help them to avoid important risks. In other words, we propose that at its heart negligence is a failure of thought. Drawing on the current literature in moral psychology, we suggest that people find it natural to punish such failures, even when they do not arise from conscious, volitional choice. This raises a question: Why punish somebody for a mental event they did not exercise deliberative control over? Drawing on the literature on how thoughts come to mind, we argue that punishing a person for such failures will help prevent their future occurrence, even without the involvement of volitional choice. This provides new insight on the structure and function of our tendency to punish negligent actions. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

报告Arunima Sarin和Fiery Cushman的“一个想法太少:惩罚疏忽的适应性理由”中的错误(心理评论,2024[4],Vol . 131 b[3], 812-824)。在原始文章中,错误地列出了版权归属,并且错误地从作者注释中省略了知识共享CC BY许可免责声明。正确的版权应为“©2024 The Author(s)”,省略的免责声明如下:由伦敦大学学院提供的开放获取资金:本作品采用知识共享署名4.0国际许可协议(CC by 4.0;http://creativecommons.org/li用香熏/ / 4.0)。本许可证允许以任何媒介或格式复制和重新分发作品,以及为任何目的改编材料,甚至商业用途。(以下是原文摘要,见记录2024-74001-001)我们为什么要惩罚过失?一些现有的说法提出了一种可能性,即它可以用导致我们惩罚普通有害行为的各种过程来解释,比如结果偏见、性格推断或先行的审慎选择。尽管这些解释抓住了许多重要的案例,但却未能解释其他一些案例。我们认为,除了这些现象之外,对疏忽的惩罚本身还有一些独特之处:人们认为他人对未能想到有助于他们避免重要风险的信息这一基本事实负有直接责任。换句话说,我们认为忽视的本质是思想的失败。根据目前道德心理学的文献,我们认为人们会很自然地惩罚这种失败,即使它们不是出于有意识的、自愿的选择。这就提出了一个问题:为什么要因为一个人没有行使审慎控制的精神事件而惩罚他呢?根据关于思想如何产生的文献,我们认为,即使没有自愿选择的参与,惩罚一个人的失败也有助于防止未来发生这种情况。这为我们倾向于惩罚疏忽行为的结构和功能提供了新的见解。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Learning emotion regulation: An integrative framework. 学习情绪调节:综合框架。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 Epub Date: 2024-09-19 DOI: 10.1037/rev0000506
Rachael N Wright, R Alison Adcock, Kevin S LaBar

Improving emotion regulation abilities, a process that requires learning, can enhance psychological well-being and mental health. Empirical evidence suggests that emotion regulation can be learned-during development and the lifespan, and most explicitly in psychotherapeutic interventions and experimental training paradigms. There is little work however that directly addresses such learning mechanisms. The present article proposes that learning in specific components of emotion regulation-emotion goals, emotional awareness, and strategy selection-may drive skill learning and long-term changes in regulatory behavior. Associative learning (classical and instrumental conditioning) and social learning (including observational, instructed, or interpersonal emotion regulation processes) are proposed to function as underlying mechanisms, while reinforcement-learning models may be useful for quantifying how these learning systems operate. A framework for how people learn emotion regulation will guide basic science investigations and impact clinical interventions. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

提高情绪调节能力是一个需要学习的过程,它可以提高心理幸福感和心理健康。经验证据表明,情绪调节是可以学习的--在人的成长过程和生命周期中,最明显的是在心理治疗干预和实验培训范例中。然而,直接针对这种学习机制的研究却很少。本文提出,情绪调节的特定组成部分--情绪目标、情绪意识和策略选择--的学习可能会推动技能学习和调节行为的长期变化。联想学习(经典条件反射和工具性条件反射)和社会学习(包括观察、指导或人际情绪调节过程)被认为是其基本机制,而强化学习模型可能有助于量化这些学习系统是如何运作的。人们如何学习情绪调节的框架将指导基础科学研究并影响临床干预。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Episodic retrieval for model-based evaluation in sequential decision tasks.
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-30 DOI: 10.1037/rev0000505
Corey Y Zhou, Deborah Talmi, Nathaniel D Daw, Marcelo G Mattar

It has long been hypothesized that episodic memory supports adaptive decision making by enabling mental simulation of future events. Yet, attempts to characterize this process are surprisingly rare. On one hand, memory research is often carried out in settings that are far removed from ecological contexts of decision making. On the other hand, models of adaptive choice only invoke episodic memory in highly stylized terms, if at all. To address these gaps, we propose TCM-SR, a novel process-level model that grounds model-based evaluation in empirically informed dynamics of episodic recall. In this model, the probability of retrieving each available memory is governed by the successor representation, a biologically plausible world model in reinforcement learning. The evolution of these probabilities based on past retrievals, in turn, is dictated by the temporal context model, a prominent model of episodic retrieval. Through simulations and analytical derivations, we show that the patterns of episodic retrieval suggested by this model enables flexible computation of decision variables. On this basis, a number of previously described features of episodic memory might serve an adaptive purpose in sequential decision making. For instance, we show that the contiguity effect, a well-known bias in episodic retrieval, enables mental simulation via model-based rollouts to inform decisions. We also show that backward retrieval and emotional modulation improve generalization and the efficiency of decisions given limited experience. By bridging computational models across these two domains, we make several theoretical and empirical predictions linking episodic memory to adaptive choice in sequential tasks. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

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引用次数: 0
期刊
Psychological review
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