Faculty of Mathematics and Natural Sciences, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Institute for Systems Medicine, Department of Human Medicine, MSH Medical School, Hamburg, Germany.
Psychol Res. 2024 Jun;88(4):1212-1230. doi: 10.1007/s00426-024-01946-9. Epub 2024 Mar 14.
It is easier to execute a response in the promise of a reward and withhold a response in the promise of a punishment than vice versa, due to a conflict between cue-related Pavlovian and outcome-related instrumental action tendencies in the reverse conditions. This robust learning asymmetry in go and nogo learning is referred to as the Pavlovian bias. Interestingly, it is similar to motivational tendencies reported for affective facial expressions, i.e., facilitation of approach to a smile and withdrawal from a frown. The present study investigated whether and how learning from emotional faces instead of abstract stimuli modulates the Pavlovian bias in reinforcement learning. To this end, 137 healthy adult participants performed an orthogonalized Go/Nogo task that fully decoupled action (go/nogo) and outcome valence (win points/avoid losing points). Three groups of participants were tested with either emotional facial cues whose affective valence was either congruent (CON) or incongruent (INC) to the required instrumental response, or with neutral facial cues (NEU). Relative to NEU, the Pavlovian bias was reduced in both CON and INC, though still present under all learning conditions. Importantly, only for CON, the reduction of the Pavlovian bias effect was adaptive by improving learning performance in one of the conflict conditions. In contrast, the reduction of the Pavlovian bias in INC was completely driven by decreased learning performance in non-conflict conditions. These results suggest a potential role of arousal/salience in Pavlovian-instrumental regulation and cue-action congruency in the adaptability of goal-directed behavior. Implications for clinical application are discussed.
在奖励的承诺下执行反应比在惩罚的承诺下更容易,这是由于在相反的条件下,与线索相关的巴甫洛夫和与结果相关的工具性动作倾向之间存在冲突。这种在 Go 和 NoGo 学习中的强烈学习不对称性被称为巴甫洛夫偏向。有趣的是,它类似于情感面部表情报告的动机倾向,即促进接近微笑和避免皱眉。本研究调查了从情感面孔而不是抽象刺激中学习是否以及如何调节强化学习中的巴甫洛夫偏向。为此,137 名健康成年参与者进行了一项正交的 Go/Nogo 任务,该任务完全分离了动作(Go/Nogo)和结果效价(赢得分数/避免失去分数)。三组参与者分别接受了具有情感效价的情绪面部线索(与所需的工具性反应一致或不一致)或中性面部线索(NEU)的测试。与 NEU 相比,CON 和 INC 中的巴甫洛夫偏向均降低,但在所有学习条件下仍存在。重要的是,只有在 CON 条件下,巴甫洛夫偏向效应的降低才是适应性的,因为它提高了一种冲突条件下的学习表现。相比之下,INC 中降低巴甫洛夫偏向完全是由非冲突条件下学习表现的降低驱动的。这些结果表明,在目标导向行为的适应性中,唤醒/显著性可能在巴甫洛夫-工具调节和线索-动作一致性中发挥作用。讨论了其对临床应用的意义。