The Feedback-related Negativity Codes Components of Abstract Inference during Reward-based Decision-making

Risk Factors for Addiction and Their Association with Model-Based Behavioral Control

(2016) Andrea M. F. Reiter et al.   Frontiers in Behavioral Neuroscience

Failure Modes of the Will: From Goals to Habits to Compulsions?

(2015) Quentin J.M. Huys et al.   AMERICAN JOURNAL OF PSYCHIATRY

Depression: A Decision-Theoretic Analysis

(2015) Quentin J.M. Huys et al.   Annual Review of Neuroscience

Impaired Neural Response to Negative Prediction Errors in Cocaine Addiction

(2015) M. A. Parvaz et al.   JOURNAL OF NEUROSCIENCE

The interaction of acute and chronic stress impairs model-based behavioral control

(2015) Christoph Radenbach et al.   PSYCHONEUROENDOCRINOLOGY

A Single-Trial Estimation of the Feedback-Related Negativity and Its Relation to BOLD Responses in a Time-Estimation Task

(2014) M. P. I. Becker et al.   JOURNAL OF NEUROSCIENCE

Disorders of compulsivity: a common bias towards learning habits

(2014) V Voon et al.   MOLECULAR PSYCHIATRY

Orbitofrontal activation restores insight lost after cocaine use

(2014) Federica Lucantonio et al.   NATURE NEUROSCIENCE

Neural Computations Underlying Arbitration between Model-Based and Model-free Learning

(2014) Sang Wan Lee et al.   NEURON

Model-Based and Model-Free Decisions in Alcohol Dependence

(2014) Miriam Sebold et al.   NEUROPSYCHOBIOLOGY

Goal-directed learning and obsessive-compulsive disorder

(2014) C. M. Gillan et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Frontal theta as a mechanism for cognitive control

(2014) James F. Cavanagh et al.   TRENDS IN COGNITIVE SCIENCES

Neural mechanisms and temporal dynamics of performance monitoring

(2014) Markus Ullsperger et al.   TRENDS IN COGNITIVE SCIENCES

Reduced Neural Tracking of Prediction Error in Substance-Dependent Individuals

(2013) Jody Tanabe et al.   AMERICAN JOURNAL OF PSYCHIATRY

The Feedback-Related Negativity Signals Salience Prediction Errors, Not Reward Prediction Errors

(2013) D. Talmi et al.   JOURNAL OF NEUROSCIENCE

The feedback-related negativity (FRN) revisited: New insights into the localization, meaning and network organization

(2013) Tobias U. Hauser et al.   NEUROIMAGE

Real and Fictive Outcomes Are Processed Differently but Converge on a Common Adaptive Mechanism

(2013) Adrian G. Fischer et al.   NEURON

Disruption of Dorsolateral Prefrontal Cortex Decreases Model-Based in Favor of Model-free Control in Humans

(2013) Peter Smittenaar et al.   NEURON

Goals and Habits in the Brain

(2013) Ray J. Dolan et al.   NEURON

Neural Estimates of Imagined Outcomes in the Orbitofrontal Cortex Drive Behavior and Learning

(2013) Yuji K. Takahashi et al.   NEURON

Transition from ‘model-based’ to ‘model-free’ behavioral control in addiction: Involvement of the orbitofrontal cortex and dorsolateral striatum

(2013) Federica Lucantonio et al.   NEUROPHARMACOLOGY

Of goals and habits: age-related and individual differences in goal-directed decision-making

(2013) Ben Eppinger et al.   Frontiers in Neuroscience

Reinforcement Learning and Dopamine in Schizophrenia: Dimensions of Symptoms or Specific Features of a Disease Group?

(2013) Lorenz Deserno et al.   Frontiers in Psychiatry

The ubiquity of model-based reinforcement learning

(2012) Bradley B Doll et al.   CURRENT OPINION IN NEUROBIOLOGY

Decision value computation in DLPFC and VMPFC adjusts to the available decision time

(2012) Peter Sokol-Hessner et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Generalization of value in reinforcement learning by humans

(2012) G. Elliott Wimmer et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Surprise! Neural correlates of Pearce-Hall and Rescorla-Wagner coexist within the brain

(2012) Matthew R. Roesch et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Ventral striatal prediction error signaling is associated with dopamine synthesis capacity and fluid intelligence

(2012) Florian Schlagenhauf et al.   HUMAN BRAIN MAPPING

The impact of orbitofrontal dysfunction on cocaine addiction

(2012) Federica Lucantonio et al.   NATURE NEUROSCIENCE

Dopamine Enhances Model-Based over Model-Free Choice Behavior

(2012) Klaus Wunderlich et al.   NEURON

Learning from experience: Event-related potential correlates of reward processing, neural adaptation, and behavioral choice

(2012) Matthew M. Walsh et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees

(2012) Quentin J. M. Huys et al.   PLoS Computational Biology

Event-related potential activity in the basal ganglia differentiates rewards from nonrewards: Temporospatial principal components analysis and source localization of the feedback negativity

(2011) Dan Foti et al.   HUMAN BRAIN MAPPING

Signals in Human Striatum Are Appropriate for Policy Update Rather than Value Prediction

(2011) J. Li et al.   JOURNAL OF NEUROSCIENCE

Differential roles of human striatum and amygdala in associative learning

(2011) Jian Li et al.   NATURE NEUROSCIENCE

Medial prefrontal cortex as an action-outcome predictor

(2011) William H Alexander et al.   NATURE NEUROSCIENCE

Ventral striatal and medial prefrontal BOLD activation is correlated with reward-related electrocortical activity: A combined ERP and fMRI study

(2011) Joshua M. Carlson et al.   NEUROIMAGE

An MEG signature corresponding to an axiomatic model of reward prediction error

(2011) Deborah Talmi et al.   NEUROIMAGE

Distributed Coding of Actual and Hypothetical Outcomes in the Orbital and Dorsolateral Prefrontal Cortex

(2011) Hiroshi Abe et al.   NEURON

Frontal Cortex and Reward-Guided Learning and Decision-Making

(2011) Matthew F.S. Rushworth et al.   NEURON

Model-Based Influences on Humans' Choices and Striatal Prediction Errors

(2011) Nathaniel D. Daw et al.   NEURON

Cortical electrophysiological network dynamics of feedback learning

(2011) Michael X Cohen et al.   TRENDS IN COGNITIVE SCIENCES

Counterfactual Choice and Learning in a Neural Network Centered on Human Lateral Frontopolar Cortex

(2011) Erie D. Boorman et al.   PLOS BIOLOGY

Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding

(2011) Quentin J. M. Huys et al.   PLoS Computational Biology

Speed/Accuracy Trade-Off between the Habitual and the Goal-Directed Processes

(2011) Mehdi Keramati et al.   PLoS Computational Biology

Neural computations associated with goal-directed choice

(2010) Antonio Rangel et al.   CURRENT OPINION IN NEUROBIOLOGY

Feedback-related Negativity Codes Prediction Error but Not Behavioral Adjustment during Probabilistic Reversal Learning

(2010) Henry W. Chase et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

A Pallidus-Habenula-Dopamine Pathway Signals Inferred Stimulus Values

(2010) Ethan S. Bromberg-Martin et al.   JOURNAL OF NEUROPHYSIOLOGY

Temporal dynamics of prediction error processing during reward-based decision making

(2010) Marios G. Philiastides et al.   NEUROIMAGE

States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning

(2010) Jan Gläscher et al.   NEURON

Bayesian model selection for group studies

(2009) Klaas Enno Stephan et al.   NEUROIMAGE

Frontal theta links prediction errors to behavioral adaptation in reinforcement learning

(2009) James F. Cavanagh et al.   NEUROIMAGE

How Green Is the Grass on the Other Side? Frontopolar Cortex and the Evidence in Favor of Alternative Courses of Action

(2009) Erie D. Boorman et al.   NEURON

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

Integrating Memories in the Human Brain: Hippocampal-Midbrain Encoding of Overlapping Events

(2008) Daphna Shohamy et al.   NEURON