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主动采样过程中的决策和行动动态。

The dynamics of decision-making and action during active sampling.

机构信息

Center for Brain and Cognition and Department of Information and Communications Technologies, Pompeu Fabra University, Barcelona, Spain.

Institut Català de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.

出版信息

Sci Rep. 2021 Nov 29;11(1):23067. doi: 10.1038/s41598-021-02595-3.

Abstract

Embodied Cognition Theories (ECTs) of decision-making propose that the decision process pervades the execution of choice actions and manifests itself in these actions. Decision-making scenarios where actions not only express the choice but also help sample information can provide a valuable, ecologically relevant model for this framework. We present a study to address this paradigmatic situation in humans. Subjects categorized (2AFC task) a central object image, blurred to different extents, by moving a cursor toward the left or right of the display. Upward cursor movements reduced the image blur and could be used to sample information. Thus, actions for decision and actions for sampling were orthogonal to each other. We analyzed response trajectories to test whether information-sampling movements co-occurred with the ongoing decision process. Trajectories were bimodally distributed, with one kind being direct towards one response option (non-sampling), and the other kind containing an initial upward component before veering off towards an option (sampling). This implies that there was an initial decision at the early stage of a trial, whether to sample information or not. Importantly, in sampling trials trajectories were not purely upward, but rather had a significant horizontal deviation early on. This result suggests that movements to sample information exhibit an online interaction with the decision process, therefore supporting the prediction of the ECTs under ecologically relevant constrains.

摘要

具身认知决策理论(ECTs)提出,决策过程贯穿于选择行为的执行过程中,并在这些行为中表现出来。在那些不仅表达选择,而且有助于采样信息的决策场景中,可以为这个框架提供一个有价值的、生态相关的模型。我们提出了一项研究来解决人类中的这种典型情况。被试通过将光标向左或向右移动来对中央对象图像(以不同程度的模糊度显示)进行分类(2AFC 任务)。向上的光标运动减少了图像的模糊度,可以用来采样信息。因此,决策和采样的动作彼此正交。我们分析了反应轨迹以测试信息采样运动是否与正在进行的决策过程同时发生。轨迹呈双峰分布,一种是直接指向一个响应选项(非采样),另一种是在偏离选项之前包含一个初始向上成分(采样)。这意味着在试验的早期阶段就已经做出了是否采样信息的初始决策。重要的是,在采样试验中,轨迹并不是纯粹向上的,而是在早期就有明显的水平偏差。这一结果表明,采样信息的运动表现出与决策过程的在线交互,因此支持了在生态相关约束下的 ECTs 的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d04/8630054/ab73cf35467c/41598_2021_2595_Fig1_HTML.jpg

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