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dc.contributor.authorGarrison, J.
dc.contributor.authorErdeniz, B.
dc.contributor.authorDone, D.J.
dc.date.accessioned2013-06-19T10:45:47Z
dc.date.available2013-06-19T10:45:47Z
dc.date.issued2013-08
dc.identifier.citationGarrison , J , Erdeniz , B & Done , D J 2013 , ' Prediction Error in Reinforcement Learning : A Meta-analysis of Neuroimaging studies ' , Neuroscience and Biobehavioral Reviews , vol. 37 , no. 7 , pp. 1297-1310 . https://doi.org/10.1016/j.neubiorev.2013.03.023
dc.identifier.issn0149-7634
dc.identifier.otherPURE: 1226771
dc.identifier.otherPURE UUID: 71247d3d-dcce-4428-800d-00aa8fedcff3
dc.identifier.otherScopus: 84878887354
dc.identifier.urihttp://hdl.handle.net/2299/10863
dc.description.abstractActivation likelihood estimation (ALE) meta-analyses were used to examine the neural correlates of prediction error in reinforcement learning. The findings are interpreted in the light of current computational models of learning and action selection. In this context, particular consideration is given to the comparison of activation patterns from studies using instrumental and Pavlovian conditioning, and where reinforcement involved rewarding or punishing feedback. The striatum was the key brain area encoding for prediction error, with activity encompassing dorsal and ventral regions for instrumental and Pavlovian reinforcement alike, a finding which challenges the functional separation of the striatum into a dorsal ‘actor’ and a ventral ‘critic’. Prediction error activity was further observed in diverse areas of predominantly anterior cerebral cortex including medial prefrontal cortex and anterior cingulate cortex. Distinct patterns of prediction error activity were found for studies using rewarding and aversive reinforcers; reward prediction errors were observed primarily in the striatum while aversive prediction errors were found more widely including insula and habenula.en
dc.language.isoeng
dc.relation.ispartofNeuroscience and Biobehavioral Reviews
dc.titlePrediction Error in Reinforcement Learning : A Meta-analysis of Neuroimaging studiesen
dc.contributor.institutionHealth & Human Sciences Research Institute
dc.contributor.institutionSchool of Life and Medical Sciences
dc.contributor.institutionDepartment of Psychology
dc.contributor.institutionPsychology
dc.contributor.institutionCentre for Lifespan and Chronic Illness Research
dc.contributor.institutionHealth Services and Medicine
dc.contributor.institutionHealth and Clinical Psychology group
dc.contributor.institutionCognitive Neuropsychology
dc.contributor.institutionWeight and Obesity Research Group
dc.description.statusPeer reviewed
rioxxterms.versionSMUR
rioxxterms.versionofrecordhttps://doi.org/10.1016/j.neubiorev.2013.03.023
rioxxterms.typeJournal Article/Review
herts.preservation.rarelyaccessedtrue


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