Uncertainty-driven regulation of learning and exploration in adolescents: A computational account

Computational noise in reward-guided learning drives behavioral variability in volatile environments

(2019) Charles Findling et al.   NATURE NEUROSCIENCE

Positive-blank versus negative-blank feedback learning in children and adults

(2018) Marjolijn Verburg et al.   QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY

A tutorial on bridge sampling

(2017) Quentin F. Gronau et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.

(2017) Stephen M. Fleming et al.   PSYCHOLOGICAL REVIEW

Beyond stereotypes of adolescent risk taking: Placing the adolescent brain in developmental context

(2017) Daniel Romer et al.   Developmental Cognitive Neuroscience

Adolescents display distinctive tolerance to ambiguity and to uncertainty during risky decision making

(2017) Wouter van den Bos et al.   Scientific Reports

Dealing With Uncertainty: Testing Risk- and Ambiguity-Attitude Across Adolescence

(2016) Neeltje E. Blankenstein et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

Adaptive Prediction Error Coding in the Human Midbrain and Striatum Facilitates Behavioral Adaptation and Learning Efficiency

(2016) Kelly M.J. Diederen et al.   NEURON

What motivates adolescents? Neural responses to rewards and their influence on adolescents’ risk taking, learning, and cognitive control

(2016) Anna C.K. van Duijvenvoorde et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Age differences in learning emerge from an insufficient representation of uncertainty in older adults

(2016) Matthew R. Nassar et al.   Nature Communications

Catecholaminergic Regulation of Learning Rate in a Dynamic Environment

(2016) Marieke Jepma et al.   PLoS Computational Biology

The Computational Development of Reinforcement Learning during Adolescence

(2016) Stefano Palminteri et al.   PLoS Computational Biology

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

Cognitive flexibility in adolescence: Neural and behavioral mechanisms of reward prediction error processing in adaptive decision making during development

(2015) Tobias U. Hauser et al.   NEUROIMAGE

The Sense of Confidence during Probabilistic Learning: A Normative Account

(2015) Florent Meyniel et al.   PLoS Computational Biology

Performance and awareness in the Iowa Gambling Task

(2014) Helen Steingroever et al.   BEHAVIORAL AND BRAIN SCIENCES

Adolescents Adapt More Slowly than Adults to Varying Reward Contingencies

(2014) Amir Homayoun Javadi et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Functionally Dissociable Influences on Learning Rate in a Dynamic Environment

(2014) Joseph T. McGuire et al.   NEURON

Examining the link between adolescent brain development and risk taking from a social–developmental perspective

(2013) Teena Willoughby et al.   BRAIN AND COGNITION

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

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

The Neural Representation of Unexpected Uncertainty during Value-Based Decision Making

(2013) Elise Payzan-LeNestour et al.   NEURON

Separate amygdala subregions signal surprise and predictiveness during associative fear learning in humans

(2012) Sabrina Boll et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Understanding adolescence as a period of social–affective engagement and goal flexibility

(2012) Eveline A. Crone et al.   NATURE REVIEWS NEUROSCIENCE

Knowing how much you don't know: a neural organization of uncertainty estimates

(2012) Dominik R. Bach et al.   NATURE REVIEWS NEUROSCIENCE

Adolescents' risk-taking behavior is driven by tolerance to ambiguity

(2012) A. Tymula et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

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

Differential roles of human striatum and amygdala in associative learning

(2011) Jian Li et al.   NATURE NEUROSCIENCE

Biased but in Doubt: Conflict and Decision Confidence

(2011) Wim De Neys et al.   PLoS One

An Approximately Bayesian Delta-Rule Model Explains the Dynamics of Belief Updating in a Changing Environment

(2010) M. R. Nassar et al.   JOURNAL OF NEUROSCIENCE

A unique adolescent response to reward prediction errors

(2010) Jessica R Cohen et al.   NATURE NEUROSCIENCE

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Bayesian Online Learning of the Hazard Rate in Change-Point Problems

(2010) Robert C. Wilson et al.   NEURAL COMPUTATION

Prefrontal and striatal dopaminergic genes predict individual differences in exploration and exploitation

(2009) Michael J Frank et al.   NATURE NEUROSCIENCE

Brain mediators of cardiovascular responses to social threat

(2009) Tor D. Wager et al.   NEUROIMAGE

The development of performance-monitoring function in the posterior medial frontal cortex

(2009) Kate Dimond Fitzgerald et al.   NEUROIMAGE