Reinforcement learning models and their neural correlates: An activation likelihood estimation meta-analysis

Reward Value Comparison via Mutual Inhibition in Ventromedial Prefrontal Cortex

(2014) Caleb E. Strait et al.   NEURON

Methamphetamine-Induced Disruption of Frontostriatal Reward Learning Signals: Relation to Psychotic Symptoms

(2013) Javier Bernacer et al.   AMERICAN JOURNAL OF PSYCHIATRY

Meta-analytic evidence for neuroimaging models of depression: State or trait?

(2013) Julia Graham et al.   JOURNAL OF AFFECTIVE DISORDERS

How We Learn to Make Decisions: Rapid Propagation of Reinforcement Learning Prediction Errors in Humans

(2013) Olav E. Krigolson et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Reward Prediction Error Signal Enhanced by Striatum-Amygdala Interaction Explains the Acceleration of Probabilistic Reward Learning by Emotion

(2013) N. Watanabe et al.   JOURNAL OF NEUROSCIENCE

Dopamine restores reward prediction errors in old age

(2013) Rumana Chowdhury et al.   NATURE NEUROSCIENCE

The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value

(2013) Oscar Bartra et al.   NEUROIMAGE

Dopaminergic Reward Signals Selectively Decrease fMRI Activity in Primate Visual Cortex

(2013) John T. Arsenault et al.   NEURON

Prediction error in reinforcement learning: A meta-analysis of neuroimaging studies

(2013) Jane Garrison et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Processing of primary and secondary rewards: A quantitative meta-analysis and review of human functional neuroimaging studies

(2013) Guillaume Sescousse et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Stress increases aversive prediction error signal in the ventral striatum

(2013) O. J. Robinson et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Informatic parcellation of the network involved in the computation of subjective value

(2013) John A. Clithero et al.   Social Cognitive and Affective Neuroscience

Adaptive spatial smoothing of fMRI images

(2013) Martin A. Lindquist et al.   Statistics and Its Interface

Reward Signals, Attempted Suicide, and Impulsivity in Late-Life Depression

(2013) Alexandre Y. Dombrovski et al.   JAMA Psychiatry

A simple solution for model comparison in bold imaging: the special case of reward prediction error and reward outcomes

(2013) Burak Erdeniz et al.   Frontiers in Neuroscience

A Step-by-Step Guide to Dopamine

(2012) Peter Dayan et al.   BIOLOGICAL PSYCHIATRY

Cerebral Correlates of Salient Prediction Error for Different Rewards and Punishments

(2012) Elise Metereau et al.   CEREBRAL CORTEX

The root of all value: a neural common currency for choice

(2012) Dino J Levy et al.   CURRENT OPINION IN NEUROBIOLOGY

Dissociation of BOLD responses to reward prediction errors and reward receipt by a model comparison

(2012) Tim Rohe et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis

(2012) Anne G. E. Collins et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Neural Prediction Errors Reveal a Risk-Sensitive Reinforcement-Learning Process in the Human Brain

(2012) Y. Niv et al.   JOURNAL OF NEUROSCIENCE

Action-Specific Value Signals in Reward-Related Regions of the Human Brain

(2012) T. H. B. FitzGerald et al.   JOURNAL OF NEUROSCIENCE

Action selection in multi-effector decision making

(2012) Seth Madlon-Kay et al.   NEUROIMAGE

Spatial smoothing systematically biases the localization of reward-related brain activity

(2012) Matthew D. Sacchet et al.   NEUROIMAGE

The role of the human ventral striatum and the medial orbitofrontal cortex in the representation of reward magnitude – An activation likelihood estimation meta-analysis of neuroimaging studies of passive reward expectancy and outcome processing

(2012) Esther Kristina Diekhof et al.   NEUROPSYCHOLOGIA

In Monkeys Making Value-Based Decisions, LIP Neurons Encode Cue Salience and Not Action Value

(2012) M. L. Leathers et al.   SCIENCE

Orbitofrontal contributions to value-based decision making: evidence from humans with frontal lobe damage

(2011) Lesley K. Fellows   Annals of the New York Academy of Sciences

The neural coding of expected and unexpected monetary performance outcomes: Dissociations between active and observational learning

(2011) C. Bellebaum et al.   BEHAVIOURAL BRAIN RESEARCH

Altered Temporal Difference Learning in Bulimia Nervosa

(2011) Guido K.W. Frank et al.   BIOLOGICAL PSYCHIATRY

Expected value and prediction error abnormalities in depression and schizophrenia

(2011) Victoria B. Gradin et al.   BRAIN

Striatum–Medial Prefrontal Cortex Connectivity Predicts Developmental Changes in Reinforcement Learning

(2011) Wouter van den Bos et al.   CEREBRAL CORTEX

A Bayesian foundation for individual learning under uncertainty

(2011) Christoph Mathys   Frontiers in Human Neuroscience

Minimizing within-experiment and within-group effects in activation likelihood estimation meta-analyses

(2011) Peter E. Turkeltaub et al.   HUMAN BRAIN MAPPING

Dopamine-Mediated Reinforcement Learning Signals in the Striatum and Ventromedial Prefrontal Cortex Underlie Value-Based Choices

(2011) G. Jocham et al.   JOURNAL OF NEUROSCIENCE

Dissociable Effects of Subtotal Lesions within the Macaque Orbital Prefrontal Cortex on Reward-Guided Behavior

(2011) P. H. Rudebeck et al.   JOURNAL OF NEUROSCIENCE

Behavioral and Neural Properties of Social Reinforcement Learning

(2011) R. M. Jones et al.   JOURNAL OF NEUROSCIENCE

The General and Outcome-Specific Forms of Pavlovian-Instrumental Transfer Are Differentially Mediated by the Nucleus Accumbens Core and Shell

(2011) L. H. Corbit et al.   JOURNAL OF NEUROSCIENCE

Ventral Striatum and Orbitofrontal Cortex Are Both Required for Model-Based, But Not Model-Free, Reinforcement Learning

(2011) M. A. McDannald et al.   JOURNAL OF NEUROSCIENCE

Differential roles of human striatum and amygdala in associative learning

(2011) Jian Li et al.   NATURE NEUROSCIENCE

Cross-species studies of orbitofrontal cortex and value-based decision-making

(2011) Jonathan D Wallis   NATURE NEUROSCIENCE

Co-activation patterns distinguish cortical modules, their connectivity and functional differentiation

(2011) Simon B. Eickhoff et al.   NEUROIMAGE

Modelling neural correlates of working memory: A coordinate-based meta-analysis

(2011) C. Rottschy et al.   NEUROIMAGE

Activation likelihood estimation meta-analysis revisited

(2011) Simon B. Eickhoff et al.   NEUROIMAGE

fMRI evidence of a relationship between hypomania and both increased goal-sensitivity and positive outcome-expectancy bias

(2011) Noreen O'Sullivan et al.   NEUROPSYCHOLOGIA

Stimulus-Dependent Adjustment of Reward Prediction Error in the Midbrain

(2011) Hiromasa Takemura et al.   PLoS One

Value, pleasure and choice in the ventral prefrontal cortex

(2011) Fabian Grabenhorst et al.   TRENDS IN COGNITIVE SCIENCES

How reliable are the results from functional magnetic resonance imaging?

(2010) Craig M. Bennett et al.   Annals of the New York Academy of Sciences

Neural representations of subjective reward value

(2010) J. Peters et al.   BEHAVIOURAL BRAIN RESEARCH

All That Glitters … Dissociating Attention and Outcome Expectancy From Prediction Errors Signals

(2010) Matthew R. Roesch et al.   JOURNAL OF NEUROPHYSIOLOGY

Testing the Reward Prediction Error Hypothesis with an Axiomatic Model

(2010) R. B. Rutledge et al.   JOURNAL OF NEUROSCIENCE

Adaptation of Reward Sensitivity in Orbitofrontal Neurons

(2010) S. Kobayashi et al.   JOURNAL OF NEUROSCIENCE

Prefrontal Cortex Fails to Learn from Reward Prediction Errors in Alcohol Dependence

(2010) S. Q. Park et al.   JOURNAL OF NEUROSCIENCE

Ventromedial and Orbital Prefrontal Neurons Differentially Encode Internally and Externally Driven Motivational Values in Monkeys

(2010) S. Bouret et al.   JOURNAL OF NEUROSCIENCE

The neural mechanisms of learning from competitors

(2010) Paul A. Howard-Jones et al.   NEUROIMAGE

Common and distinct networks underlying reward valence and processing stages: A meta-analysis of functional neuroimaging studies

(2010) Xun Liu et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Separate value comparison and learning mechanisms in macaque medial and lateral orbitofrontal cortex

(2010) M. P. Noonan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Economic choices can be made using only stimulus values

(2010) K. Wunderlich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Evaluating choices by single neurons in the frontal lobe: outcome value encoded across multiple decision variables

(2009) Steven W. Kennerley et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: A random-effects approach based on empirical estimates of spatial uncertainty

(2009) Simon B. Eickhoff et al.   HUMAN BRAIN MAPPING

Overlapping Prediction Errors in Dorsal Striatum During Instrumental Learning With Juice and Money Reward in the Human Brain

(2009) Vivian V. Valentin et al.   JOURNAL OF NEUROPHYSIOLOGY

Encoding of Reward and Space During a Working Memory Task in the Orbitofrontal Cortex and Anterior Cingulate Sulcus

(2009) Steven W. Kennerley et al.   JOURNAL OF NEUROPHYSIOLOGY

Human Reinforcement Learning Subdivides Structured Action Spaces by Learning Effector-Specific Values

(2009) S. J. Gershman et al.   JOURNAL OF NEUROSCIENCE

The Convergence of Information about Rewarding and Aversive Stimuli in Single Neurons

(2009) S. E. Morrison et al.   JOURNAL OF NEUROSCIENCE

Stimulus-outcome learnability differentially activates anterior cingulate and hippocampus at feedback processing

(2009) P. F. Rodriguez   LEARNING & MEMORY

Selective impairment of prediction error signaling in human dorsolateral but not ventral striatum in Parkinson's disease patients: evidence from a model-based fMRI study

(2009) Tom Schonberg et al.   NEUROIMAGE

Dissociating the contributions of independent corticostriatal systems to visual categorization learning through the use of reinforcement learning modeling and Granger causality modeling

(2009) Carol A. Seger et al.   NEUROIMAGE

The Orbitofrontal Cortex and Ventral Tegmental Area Are Necessary for Learning from Unexpected Outcomes

(2009) Yuji K. Takahashi et al.   NEURON

The Reward Circuit: Linking Primate Anatomy and Human Imaging

(2009) Suzanne N Haber et al.   NEUROPSYCHOPHARMACOLOGY

The description–experience gap in risky choice

(2009) Ralph Hertwig et al.   TRENDS IN COGNITIVE SCIENCES

Abnormal temporal difference reward-learning signals in major depression

(2008) P. Kumar et al.   BRAIN

Determining a Role for Ventromedial Prefrontal Cortex in Encoding Action-Based Value Signals During Reward-Related Decision Making

(2008) Jan Gläscher et al.   CEREBRAL CORTEX

Dorsal Striatal–midbrain Connectivity in Humans Predicts How Reinforcements Are Used to Guide Decisions

(2008) Thorsten Kahnt et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Neurons in the Frontal Lobe Encode the Value of Multiple Decision Variables

(2008) Steven W. Kennerley et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Frontal Cortex Subregions Play Distinct Roles in Choices between Actions and Stimuli

(2008) P. H. Rudebeck et al.   JOURNAL OF NEUROSCIENCE

Smokers' brains compute, but ignore, a fictive error signal in a sequential investment task

(2008) Pearl H Chiu et al.   NATURE NEUROSCIENCE

Stimulus Representation and the Timing of Reward-Prediction Errors in Models of the Dopamine System

(2008) Elliot A. Ludvig et al.   NEURAL COMPUTATION

Striatal Activity Underlies Novelty-Based Choice in Humans

(2008) Bianca C. Wittmann et al.   NEURON

BOLD Responses Reflecting Dopaminergic Signals in the Human Ventral Tegmental Area

(2008) K. D'Ardenne et al.   SCIENCE

Dorsal anterior cingulate cortex integrates reinforcement history to guide voluntary behavior

(2007) Clay B. Holroyd et al.   CORTEX