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由于反复接触灭绝学习而出现复杂的选择动力学。

Emergence of complex dynamics of choice due to repeated exposures to extinction learning.

机构信息

Institute for Neural Computation, Ruhr-Universität Bochum, Universitätstr. 150, 44801, Bochum, Germany.

Department of Biopsychology, Ruhr-Universität Bochum, Universitätstr. 150, 44801, Bochum, Germany.

出版信息

Anim Cogn. 2021 Nov;24(6):1279-1297. doi: 10.1007/s10071-021-01521-4. Epub 2021 May 12.

DOI:10.1007/s10071-021-01521-4
PMID:33978856
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8492564/
Abstract

Extinction learning, the process of ceasing an acquired behavior in response to altered reinforcement contingencies, is not only essential for survival in a changing environment, but also plays a fundamental role in the treatment of pathological behaviors. During therapy and other forms of training involving extinction, subjects are typically exposed to several sessions with a similar structure. The effects of this repeated exposure are not well understood. Here, we studied the behavior of pigeons across several sessions of a discrimination-learning task in context A, extinction in context B, and a return to context A to test the context-dependent return of the learned responses (ABA renewal). By focusing on individual learning curves across animals, we uncovered a session-dependent variability of behavior: (1) during extinction, pigeons preferred the unrewarded alternative choice in one-third of the sessions, predominantly during the first one. (2) In later sessions, abrupt transitions of behavior at the onset of context B emerged, and (3) the renewal effect decayed as sessions progressed. We show that the observed results can be parsimoniously accounted for by a computational model based only on associative learning between stimuli and actions. Our work thus demonstrates the critical importance of studying the trial-by-trial dynamics of learning in individual sessions, and the power of "simple" associative learning processes.

摘要

灭绝学习,即响应强化变化而停止习得行为的过程,不仅对在不断变化的环境中生存至关重要,而且在病理性行为的治疗中也起着根本性的作用。在涉及灭绝的治疗和其他形式的训练中,受试者通常会经历几个具有相似结构的阶段。这种重复暴露的效果还没有得到很好的理解。在这里,我们研究了鸽子在 A 环境中的辨别学习任务的几个阶段中的行为,在 B 环境中进行了灭绝,然后回到 A 环境中以测试习得反应的情境依赖性恢复(ABA 再生)。通过关注跨动物的个体学习曲线,我们发现行为具有阶段依赖性的可变性:(1)在灭绝过程中,鸽子在三分之一的阶段中更喜欢未奖励的替代选择,主要是在第一阶段。(2)在后期阶段,B 环境开始时出现了行为的突然转变,(3)随着阶段的进行,再生效应会衰减。我们表明,仅基于刺激和动作之间的联想学习的计算模型可以很好地解释所观察到的结果。因此,我们的工作证明了在个体阶段研究学习的逐次试验动态以及“简单”联想学习过程的力量的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/5002602b3509/10071_2021_1521_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/bd6c7d692f15/10071_2021_1521_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/47a46be17cad/10071_2021_1521_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/0d97e9c7f0f6/10071_2021_1521_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/32dcf5ede227/10071_2021_1521_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/071c60985e62/10071_2021_1521_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/5002602b3509/10071_2021_1521_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/bd6c7d692f15/10071_2021_1521_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/47a46be17cad/10071_2021_1521_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/0d97e9c7f0f6/10071_2021_1521_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/32dcf5ede227/10071_2021_1521_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/071c60985e62/10071_2021_1521_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb5f/8492564/5002602b3509/10071_2021_1521_Fig6_HTML.jpg

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