UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

Effects of Task-Irrelevant Arousal on State Transition Learning

Sharp, P; Dolan, R; Eldar, E; (2020) Effects of Task-Irrelevant Arousal on State Transition Learning. Biological Psychiatry , 87 (9) S168-S168. 10.1016/j.biopsych.2020.02.444. Green open access

[thumbnail of Sharp_state_transition_learning_BPconference_SharpDolanEldar.pdf]
Preview
Text
Sharp_state_transition_learning_BPconference_SharpDolanEldar.pdf - Accepted Version

Download (113kB) | Preview

Abstract

Background: Anxiety is characterized by sympathetic hyperarousal and beliefs that aversive events are more likely than is truly the case. Here we combine computational insights into how individuals learn about the structure of their environment with an arousal manipulation to ask how the latter might bias learning of probabilistic task transitions. / Methods: We conducted two on-line studies (n1=135, n2=175) to test how rapid presentations of task-irrelevant emotional stimuli, interposed between state transitions, influenced individuals estimates of those transitions. Using a one-step revaluation task, participants were told to ignore the brief emotional stimuli and learn the most common task transition an action led to. / Results: In study 1, we found evidence that when actions led to two outcomes with equal probability, individuals learned more from transitions paired with personally-salient negative words than those paired with neutral words (t(135)= -4.37, p=.0002). Study 2 tested if task-irrelevant images, that were rated high in arousal, biased learning in a more difficult version of the same task. A Bayesian model provided support for both positive and negative arousal exerting a differential impact on learning: negative arousal improved learning for states that succeeded it, whereas positive arousal compromised this effect. / Conclusions: Preliminary evidence supports that task-irrelevant emotional stimuli impact model-based learning about the structure of one's environment. Moreover, negative arousal enhanced learning whereas positive arousal diminished learning. The findings have implications for theories of aberrant learning in psychopathology.

Type: Article
Title: Effects of Task-Irrelevant Arousal on State Transition Learning
Open access status: An open access version is available from UCL Discovery
DOI: 10.1016/j.biopsych.2020.02.444
Publisher version: https://doi.org/10.1016/j.biopsych.2020.02.444
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions
Keywords: Anxiety, Computational Modeling, Reinforcement Learning
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology > Imaging Neuroscience
URI: https://discovery.ucl.ac.uk/id/eprint/10109651
Downloads since deposit
49Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item