List of works - Quentin Huys

A Bayesian formulation of behavioral control

scientific article published on 12 March 2009

A Formal Valuation Framework for Emotions and Their Control

scientific article published on 12 July 2017

Action Dominates Valence in Anticipatory Representations in the Human Striatum and Dopaminergic Midbrain ⬇️

scientific article published on May 25, 2011

Advances in the computational understanding of mental illness

scientific article published on 03 July 2020

Advancing Clinical Improvements for Patients Using the Theory-Driven and Data-Driven Branches of Computational Psychiatry

scientific article published on 17 January 2018

Are computational models of any use to psychiatry?

scientific article published on 10 March 2011

Aversive Pavlovian control of instrumental behavior in humans

scientific article

Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees

scientific article

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis

scientific article

Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology

scientific article

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

scientific article published on 26 December 2014

Computational Psychiatry: towards a mathematically informed understanding of mental illness

scientific article

Computational psychiatry as a bridge from neuroscience to clinical applications

scientific article

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

scientific article

Depression: a decision-theoretic analysis

scientific article

Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment

scientific article published on March 2014

Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding

scientific article

Dissociating neural learning signals in human sign- and goal-trackers

scientific article published on 11 November 2019

Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-Instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning.

scientific article

Dopamine restores reward prediction errors in old age.

scientific article published on 24 March 2013

Dysfunctional approach behavior triggered by alcohol-unrelated Pavlovian cues predicts long-term relapse in alcohol dependence

scientific article published on 18 December 2018

Efficient estimation of detailed single-neuron models

scientific article published on 19 April 2006

Empirical evidence for resource-rational anchoring and adjustment

scientific article published on 8 May 2017

Encoding and decoding spikes for dynamic stimuli

scientific article published in September 2008

Failure modes of the will: from goals to habits to compulsions?

scientific article published in March 2015

Fast population coding

scientific article published in February 2007

Frontal theta overrides pavlovian learning biases

scientific article published on May 2013

German Translation and Validation of the Cognitive Style Questionnaire Short Form (CSQ-SF-D).

scientific article

Go and no-go learning in reward and punishment: Interactions between affect and effect ⬇️

scientific article published on April 21, 2012

Individual differences in bodily freezing predict emotional biases in decision making

scientific article

Interplay of approximate planning strategies

scientific article

Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis

scientific article published on 19 June 2013

Model-Free Temporal-Difference Learning and Dopamine in Alcohol Dependence: Examining Concepts From Theory and Animals in Human Imaging

scientific article published on 23 June 2016

Model-based and model-free decisions in alcohol dependence

scientific article

Neural Correlates of Three Promising Endophenotypes of Depression: Evidence from the EMBARC Study.

scientific article published on 12 June 2015

Neural correlates of instrumental responding in the context of alcohol-related cues index disorder severity and relapse risk

scientific article published on 8 January 2018

No association of goal-directed and habitual control with alcohol consumption in young adults.

scientific article published on 23 January 2017

Optimism as a prior belief about the probability of future reward

scientific article

Pavlovian-To-Instrumental Transfer and Alcohol Consumption in Young Male Social Drinkers: Behavioral, Neural and Polygenic Correlates

scientific article published on 08 August 2019

Pavlovian-to-instrumental transfer effects in the nucleus accumbens relate to relapse in alcohol dependence.

scientific article published in April 2015

Pavlovian-to-instrumental transfer in alcohol dependence: a pilot study

scientific article published on 30 October 2014

Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning

scientific article

Serotonin and aversive Pavlovian control of instrumental behavior in humans.

scientific article published in November 2013

Serotonin in affective control

scientific article published on January 2009

Serotonin's many meanings elude simple theories

scientific article published on 8 April 2015

Serotonin, inhibition, and negative mood

scientific article

Smoothing of, and parameter estimation from, noisy biophysical recordings

scientific article (publication date: May 2009)

Striatal dysfunction during reversal learning in unmedicated schizophrenia patients.

scientific article

Susceptibility to interference between Pavlovian and instrumental control is associated with early hazardous alcohol use

scientific article published on 22 November 2020

The Neural Basis of Aversive Pavlovian Guidance during Planning

scientific article

The anchoring bias reflects rational use of cognitive resources

scientific article published on 8 May 2017

The effects of life stress and neural learning signals on fluid intelligence

scientific article published on 21 August 2014

The role of learning-related dopamine signals in addiction vulnerability

scientific article published on January 2014

Theory-Based Computational Psychiatry

scientific article

Value-based decision-making battery: A Bayesian adaptive approach to assess impulsive and risky behavior.

scientific article

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

scientific article

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

scientific article published on 17 February 2012

When Habits Are Dangerous: Alcohol Expectancies and Habitual Decision Making Predict Relapse in Alcohol Dependence.

scientific article

List of works by Quentin Huys

A Bayesian formulation of behavioral control

A Formal Valuation Framework for Emotions and Their Control

Action Dominates Valence in Anticipatory Representations in the Human Striatum and Dopaminergic Midbrain ⬇️

Advances in the computational understanding of mental illness

Advancing Clinical Improvements for Patients Using the Theory-Driven and Data-Driven Branches of Computational Psychiatry

Are computational models of any use to psychiatry?

Aversive Pavlovian control of instrumental behavior in humans

Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis

Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology

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

Computational Psychiatry: towards a mathematically informed understanding of mental illness

Computational psychiatry as a bridge from neuroscience to clinical applications

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

Depression: a decision-theoretic analysis

Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment

Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding

Dissociating neural learning signals in human sign- and goal-trackers

Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-Instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning.

Dopamine restores reward prediction errors in old age.

Dysfunctional approach behavior triggered by alcohol-unrelated Pavlovian cues predicts long-term relapse in alcohol dependence

Efficient estimation of detailed single-neuron models

Empirical evidence for resource-rational anchoring and adjustment

Encoding and decoding spikes for dynamic stimuli

Failure modes of the will: from goals to habits to compulsions?

Fast population coding

Frontal theta overrides pavlovian learning biases

German Translation and Validation of the Cognitive Style Questionnaire Short Form (CSQ-SF-D).

Go and no-go learning in reward and punishment: Interactions between affect and effect ⬇️

Individual differences in bodily freezing predict emotional biases in decision making

Interplay of approximate planning strategies

Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis

Model-Free Temporal-Difference Learning and Dopamine in Alcohol Dependence: Examining Concepts From Theory and Animals in Human Imaging

Model-based and model-free decisions in alcohol dependence

Neural Correlates of Three Promising Endophenotypes of Depression: Evidence from the EMBARC Study.

Neural correlates of instrumental responding in the context of alcohol-related cues index disorder severity and relapse risk

No association of goal-directed and habitual control with alcohol consumption in young adults.

Optimism as a prior belief about the probability of future reward

Pavlovian-To-Instrumental Transfer and Alcohol Consumption in Young Male Social Drinkers: Behavioral, Neural and Polygenic Correlates

Pavlovian-to-instrumental transfer effects in the nucleus accumbens relate to relapse in alcohol dependence.

Pavlovian-to-instrumental transfer in alcohol dependence: a pilot study

Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning

Serotonin and aversive Pavlovian control of instrumental behavior in humans.

Serotonin in affective control

Serotonin's many meanings elude simple theories

Serotonin, inhibition, and negative mood

Smoothing of, and parameter estimation from, noisy biophysical recordings

Striatal dysfunction during reversal learning in unmedicated schizophrenia patients.

Susceptibility to interference between Pavlovian and instrumental control is associated with early hazardous alcohol use

The Neural Basis of Aversive Pavlovian Guidance during Planning

The anchoring bias reflects rational use of cognitive resources

The effects of life stress and neural learning signals on fluid intelligence

The role of learning-related dopamine signals in addiction vulnerability

Theory-Based Computational Psychiatry

Value-based decision-making battery: A Bayesian adaptive approach to assess impulsive and risky behavior.

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

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

When Habits Are Dangerous: Alcohol Expectancies and Habitual Decision Making Predict Relapse in Alcohol Dependence.