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人类在确定与不确定结果条件下的反转学习。

Human reversal learning under conditions of certain versus uncertain outcomes.

机构信息

Center for Cognitive Medicine, Chicago, IL 60612, USA.

出版信息

Neuroimage. 2011 May 1;56(1):315-22. doi: 10.1016/j.neuroimage.2011.01.068. Epub 2011 Jan 28.

Abstract

Reversal learning tasks assess behavioral flexibility by requiring subjects to switch from one learned response choice to a different response choice when task contingencies change. This requires both the processing of negative feedback once a learned response is no longer reinforced, and the capacity for flexible response selection. In 2-choice reversal learning tasks, subjects switch between only two responses. Multiple choice reversal learning is qualitatively different in that at reversal, it requires subjects to respond to non-reinforcement of a learned response by selecting a new response from among several alternatives that have uncertain consequences. While activity in brain regions responsible for processing unexpected negative feedback is known to increase in relation to the hedonic value of the reward itself, it is not known whether the uncertainty of reinforcement for future response choices also modulates these responses. In an fMRI study, 15 participants performed 2- and 4-choice reversal learning tasks. Upon reversal in both tasks, activation was observed in brain regions associated with processing changing reinforcement contingencies (midbrain, ventral striatum, insula), as well as in neocortical regions that support cognitive control and behavioral planning (prefrontal, premotor, posterior parietal, and anterior cingulate cortices). Activation in both systems was greater in the 4- than in the 2-choice task. Therefore, reinforcement uncertainty for future responses enhanced activity in brain systems that process performance feedback, as well as in areas supporting behavioral planning of future response choices. A mutually facilitative integration of responses in motivational and cognitive brain systems might enhance behavioral flexibility and decision making in conditions for which outcomes for future response choices are uncertain.

摘要

反转学习任务通过要求受试者在任务条件发生变化时,从一种已习得的反应选择切换到另一种不同的反应选择,来评估行为灵活性。这既需要在一个习得的反应不再得到强化时处理负面反馈,也需要灵活的反应选择能力。在 2 选择反转学习任务中,受试者只在两个反应之间切换。多项选择反转学习在性质上有所不同,因为在反转时,它要求受试者在对一个习得的反应不再得到强化时,通过从几个具有不确定后果的替代方案中选择一个新的反应来做出反应。虽然已知负责处理意外负面反馈的大脑区域的活动会随着奖励本身的享乐价值的增加而增加,但尚不清楚未来反应选择的强化不确定性是否也会调节这些反应。在一项 fMRI 研究中,15 名参与者进行了 2 选择和 4 选择反转学习任务。在这两个任务的反转中,观察到大脑中与处理变化的强化条件相关的区域(中脑、腹侧纹状体、脑岛)以及支持认知控制和行为规划的新皮质区域(前额叶、运动前皮质、后顶叶和前扣带皮质)的激活。4 选择任务的激活大于 2 选择任务。因此,未来反应的强化不确定性增强了处理绩效反馈的大脑系统以及支持未来反应选择行为规划的区域的活动。动机和认知大脑系统中反应的相互促进整合可能会在未来反应选择结果不确定的情况下增强行为灵活性和决策制定。

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