Lateral prefrontal model-based signatures are reduced in healthy individuals with high trait impulsivity

Model-based learning protects against forming habits

(2015) Claire M. Gillan et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Cognitive Control Predicts Use of Model-based Reinforcement Learning

(2015) A. Ross Otto et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Subjective illusion of control modulates striatal reward anticipation in adolescence

(2015) Robert C. Lorenz et al.   NEUROIMAGE

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making

(2015) Lorenz Deserno et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2015) Christoph Radenbach et al.   PSYCHONEUROENDOCRINOLOGY

Computational approaches to psychiatry

(2014) Klaas Enno Stephan et al.   CURRENT OPINION IN NEUROBIOLOGY

Chronic alcohol intake abolishes the relationship between dopamine synthesis capacity and learning signals in the ventral striatum

(2014) Lorenz Deserno et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Devaluation and sequential decisions: linking goal-directed and model-based behavior

(2014) Eva Friedel et al.   Frontiers in Human Neuroscience

Disorders of compulsivity: a common bias towards learning habits

(2014) V Voon et al.   MOLECULAR PSYCHIATRY

Response inhibition and its relation to multidimensional impulsivity

(2014) Tilmann Wilbertz et al.   NEUROIMAGE

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

(2014) Sang Wan Lee et al.   NEURON

Computational Psychiatry

(2014) Xiao-Jing Wang et al.   NEURON

Model-Based and Model-Free Decisions in Alcohol Dependence

(2014) Miriam Sebold et al.   NEUROPSYCHOBIOLOGY

The Impact of Dopamine on Aggression: An [18F]-FDOPA PET Study in Healthy Males

(2013) Thorben Schlüter et al.   JOURNAL OF NEUROSCIENCE

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

Working-memory capacity protects model-based learning from stress

(2013) A. R. Otto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2013) Ben Eppinger et al.   Frontiers in Neuroscience

Dissecting psychiatric spectrum disorders by generative embedding

(2013) Kay H. Brodersen et al.   NeuroImage-Clinical

Associative learning mechanisms underpinning the transition from recreational drug use to addiction

(2012) Lee Hogarth et al.   Annals of the New York Academy of Sciences

Distinctive Personality Traits and Neural Correlates Associated with Stimulant Drug Use Versus Familial Risk of Stimulant Dependence

(2012) Karen D. Ersche et al.   BIOLOGICAL PSYCHIATRY

Acute alcohol impairs human goal-directed action

(2012) Lee Hogarth et al.   BIOLOGICAL PSYCHOLOGY

The ubiquity of model-based reinforcement learning

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

Corticostriatal Connectivity Underlies Individual Differences in the Balance between Habitual and Goal-Directed Action Control

(2012) S. de Wit et al.   JOURNAL OF NEUROSCIENCE

Mapping value based planning and extensively trained choice in the human brain

(2012) Klaus Wunderlich et al.   NATURE NEUROSCIENCE

Decreased saliency processing as a neural measure of Barratt impulsivity in healthy adults

(2012) Olivia M. Farr et al.   NEUROIMAGE

Dopamine Enhances Model-Based over Model-Free Choice Behavior

(2012) Klaus Wunderlich et al.   NEURON

Abnormal Brain Structure Implicated in Stimulant Drug Addiction

(2012) K. D. Ersche et al.   SCIENCE

Deficits in Dopamine D2 Receptors and Presynaptic Dopamine in Heroin Dependence: Commonalities and Differences with Other Types of Addiction

(2011) Diana Martinez et al.   BIOLOGICAL PSYCHIATRY

Dopaminergic control of the striatum for high-level cognition

(2011) Roshan Cools   CURRENT OPINION IN NEUROBIOLOGY

Cognitive and neurobiological mechanisms of alcohol-related aggression

(2011) Adrienne J. Heinz et al.   NATURE REVIEWS NEUROSCIENCE

Impulsivity, Compulsivity, and Top-Down Cognitive Control

(2011) Jeffrey W. Dalley et al.   NEURON

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

(2011) Nathaniel D. Daw et al.   NEURON

Computational psychiatry

(2011) P. Read Montague et al.   TRENDS IN COGNITIVE SCIENCES

Neurocognitive endophenotypes of impulsivity and compulsivity: towards dimensional psychiatry

(2011) Trevor W. Robbins et al.   TRENDS IN COGNITIVE SCIENCES

Drug Addiction Endophenotypes: Impulsive Versus Sensation-Seeking Personality Traits

(2010) Karen D. Ersche et al.   BIOLOGICAL PSYCHIATRY

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

(2010) Jan Gläscher et al.   NEURON

Impaired goal-directed behavioural control in human impulsivity

(2010) Lee Hogarth et al.   QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY

Dopaminergic Network Differences in Human Impulsivity

(2010) J. W. Buckholtz et al.   SCIENCE

Bayesian model selection for group studies

(2009) Klaas Enno Stephan et al.   NEUROIMAGE

Dopamine, Reinforcement Learning, and Addiction

(2009) P. Dayan   PHARMACOPSYCHIATRY

Impulsivity as a vulnerability marker for substance-use disorders: Review of findings from high-risk research, problem gamblers and genetic association studies

(2008) Antonio Verdejo-García et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Neural mechanisms underlying the vulnerability to develop compulsive drug-seeking habits and addiction

(2008) B. J Everitt et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES