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I Don’t Want to Miss a Thing – Learning Dynamics and Effects of Feedback Type and Monetary Incentive in a Paired Associate Deterministic Learning Task

机译:我不想错过任何事情-配对确定性学习任务中的学习动力以及反馈类型和货币激励的影响

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摘要

Effective functioning in a complex environment requires adjusting of behavior according to changing situational demands. To do so, organisms must learn new, more adaptive behaviors by extracting the necessary information from externally provided feedback. Not surprisingly, feedback-guided learning has been extensively studied using multiple research paradigms. The purpose of the present study was to test the newly designed Paired Associate Deterministic Learning task (PADL), in which participants were presented with either positive or negative deterministic feedback. Moreover, we manipulated the level of motivation in the learning process by comparing blocks with strictly cognitive, informative feedback to blocks where participants were additionally motivated by anticipated monetary reward or loss. Our results proved the PADL to be a useful tool not only for studying the learning process in a deterministic environment, but also, due to the varying task conditions, for assessing differences in learning patterns. Particularly, we show that the learning process itself is influenced by manipulating both the type of feedback information and the motivational significance associated with the expected monetary reward.
机译:在复杂环境中有效运行需要根据不断变化的情境需求调整行为。为此,有机体必须通过从外部提供的反馈中提取必要的信息来学习新的,更具适应性的行为。毫不奇怪,已经使用多种研究范式对反馈指导的学习进行了广泛的研究。本研究的目的是测试新设计的配对关联确定性学习任务(PADL),其中向参与者提供肯定或否定确定性反馈。此外,我们通过将具有严格认知,信息反馈的区块与参与者因预期的金钱奖励或损失而额外受到激励的区块进行比较,从而控制了学习过程中的动机水平。我们的结果证明,PADL不仅是在确定性环境中研究学习过程的有用工具,而且由于任务条件的变化,还可以用于评估学习模式的差异。特别是,我们表明,学习过程本身受操纵反馈信息的类型和与预期货币报酬相关的动机重要性的影响。

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