Individual differences in naturalistic learning link negative emotionality to the development of anxiety

Managing Self-Confidence: Theory and Experimental Evidence

(2022) Markus M. Möbius et al.   MANAGEMENT SCIENCE

The computational roots of positivity and confirmation biases in reinforcement learning

(2022) Stefano Palminteri et al.   TRENDS IN COGNITIVE SCIENCES

Reinforcement Learning in Patients With Mood and Anxiety Disorders vs Control Individuals

(2022) Alexandra C. Pike et al.   JAMA Psychiatry

Contextual influence of reinforcement learning performance of depression: evidence for a negativity bias?

(2022) Henri Vandendriessche et al.   PSYCHOLOGICAL MEDICINE

Impaired adaptation of learning to contingency volatility in internalizing psychopathology

(2020) Christopher Gagne et al.   eLife

Modeling Emotions Associated With Novelty at Variable Uncertainty Levels: A Bayesian Approach

(2019) Hideyoshi Yanagisawa et al.   Frontiers in Computational Neuroscience

Structured, uncertainty-driven exploration in real-world consumer choice

(2019) Eric Schulz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Altered learning under uncertainty in unmedicated mood and anxiety disorders

(2019) Jessica Aylward et al.   Nature Human Behaviour

From Conditioning to Emotion: Translating Animal Models of Learning to Human Psychopathology

(2019) Aaron S. Heller   NEUROSCIENTIST

Anxiety, Depression, and Decision Making: A Computational Perspective

(2018) Sonia J. Bishop et al.   Annual Review of Neuroscience

The Predictive Coding Account of Psychosis

(2018) Philipp Sterzer et al.   BIOLOGICAL PSYCHIATRY

Impaired reward prediction error encoding and striatal-midbrain connectivity in depression

(2018) Poornima Kumar et al.   NEUROPSYCHOPHARMACOLOGY

Real-world unexpected outcomes predict city-level mood states and risk-taking behavior

(2018) A. Ross Otto et al.   PLoS One

brms: An R Package for Bayesian Multilevel Models Using Stan

(2017) Paul-Christian Bürkner   Journal of Statistical Software

Trait and facet-level predictors of first-onset depressive and anxiety disorders in a community sample of adolescent girls

(2017) Brandon L. Goldstein et al.   PSYCHOLOGICAL MEDICINE

Confirmation bias in human reinforcement learning: Evidence from counterfactual feedback processing

(2017) Stefano Palminteri et al.   PLoS Computational Biology

Behavioral and Neural Mechanisms of Overgeneralization in Anxiety

(2016) Offir Laufer et al.   CURRENT BIOLOGY

The role of the neural reward circuitry in self-referential optimistic belief updates

(2016) Bojana Kuzmanovic et al.   NEUROIMAGE

Chasing probabilities — Signaling negative and positive prediction errors across domains

(2016) David Meder et al.   NEUROIMAGE

Dispositional negativity: An integrative psychological and neurobiological perspective.

(2016) Alexander J. Shackman et al.   PSYCHOLOGICAL BULLETIN

Neuroticism's prospective association with mental disorders halves after adjustment for baseline symptoms and psychiatric history, but the adjusted association hardly decays with time: a meta-analysis on 59 longitudinal/prospective studies with 443 313 participants

(2016) B. F. Jeronimus et al.   PSYCHOLOGICAL MEDICINE

Forming Beliefs: Why Valence Matters

(2016) Tali Sharot et al.   TRENDS IN COGNITIVE SCIENCES

PATHOLOGICAL PERSONALITY TRAITS AND THE NATURALISTIC COURSE OF INTERNALIZING DISORDERS AMONG HIGH-RISK YOUNG ADULTS

(2015) Christopher C. Conway et al.   DEPRESSION AND ANXIETY

Cognitive Control Predicts Use of Model-based Reinforcement Learning

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

Human Frontal-Subcortical Circuit and Asymmetric Belief Updating

(2015) C. Moutsiana et al.   JOURNAL OF NEUROSCIENCE

Anxious individuals have difficulty learning the causal statistics of aversive environments

(2015) Michael Browning et al.   NATURE NEUROSCIENCE

Emotional foundations of cognitive control

(2015) Michael Inzlicht et al.   TRENDS IN COGNITIVE SCIENCES

Losing the rose tinted glasses: neural substrates of unbiased belief updating in depression

(2014) Neil Garrett et al.   Frontiers in Human Neuroscience

Modeling dopaminergic and other processes involved in learning from reward prediction error: contributions from an individual differences perspective

(2014) Alan D. Pickering et al.   Frontiers in Human Neuroscience

Functionally Dissociable Influences on Learning Rate in a Dynamic Environment

(2014) Joseph T. McGuire et al.   NEURON

When is the Time for a Change? Decomposing Dynamic Learning Rates

(2014) Adrian G. Fischer et al.   NEURON

A computational and neural model of momentary subjective well-being

(2014) R. B. Rutledge et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Adaptive properties of differential learning rates for positive and negative outcomes

(2013) Romain D. Cazé et al.   BIOLOGICAL CYBERNETICS

Neural and Psychological Maturation of Decision-making in Adolescence and Young Adulthood

(2013) Anastasia Christakou et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Neural substrates of classically conditioned fear-generalization in humans: a parametric fMRI study

(2013) Shmuel Lissek et al.   Social Cognitive and Affective Neuroscience

Reduced Reward Learning Predicts Outcome in Major Depressive Disorder

(2012) Elske Vrieze et al.   BIOLOGICAL PSYCHIATRY

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

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

Behavioral Inhibition and Risk for Developing Social Anxiety Disorder: A Meta-Analytic Study

(2012) Jacqueline A. Clauss et al.   JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Personality and Depression: Explanatory Models and Review of the Evidence

(2011) Daniel N. Klein et al.   Annual Review of Clinical Psychology

Expected value and prediction error abnormalities in depression and schizophrenia

(2011) Victoria B. Gradin et al.   BRAIN

The optimism bias

(2011) Tali Sharot   CURRENT BIOLOGY

Prediction, perception and agency

(2011) Karl Friston   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

How unrealistic optimism is maintained in the face of reality

(2011) Tali Sharot et al.   NATURE NEUROSCIENCE

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

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

Attention, Uncertainty, and Free-Energy

(2010) Harriet Feldman et al.   Frontiers in Human Neuroscience

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Linking “big” personality traits to anxiety, depressive, and substance use disorders: A meta-analysis.

(2010) Roman Kotov et al.   PSYCHOLOGICAL BULLETIN

Individual differences in reward–prediction–error: extraversion and feedback-related negativity

(2010) Luke D. Smillie et al.   Social Cognitive and Affective Neuroscience

Reinforcement Learning or Active Inference?

(2009) Karl J. Friston et al.   PLoS One

Approach and avoidance learning in patients with major depression and healthy controls: relation to anhedonia

(2009) H. W. Chase et al.   PSYCHOLOGICAL MEDICINE

Genetic influences on behavioral inhibition and anxiety in juvenile rhesus macaques

(2008) J. Rogers et al.   GENES BRAIN AND BEHAVIOR

Hierarchical Models in the Brain

(2008) Karl Friston   PLoS Computational Biology