Scaling prediction errors to reward variability benefits error-driven learning in humans

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

(2014) Sang Wan Lee et al.   NEURON

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

(2013) Elise Payzan-LeNestour et al.   NEURON

Prediction error in reinforcement learning: A meta-analysis of neuroimaging studies

(2013) Jane Garrison et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Making predictions in a changing world—inference, uncertainty, and learning

(2013) Jill X. O'Reilly   Frontiers in Neuroscience

Differential Representations of Prior and Likelihood Uncertainty in the Human Brain

(2012) Iris Vilares et al.   CURRENT BIOLOGY

How can a Bayesian approach inform neuroscience?

(2012) Jill X. O’Reilly et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Adaptive coding of reward prediction errors is gated by striatal coupling

(2012) S. Q. Park et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Differential roles of human striatum and amygdala in associative learning

(2011) Jian Li et al.   NATURE NEUROSCIENCE

Risk, Unexpected Uncertainty, and Estimation Uncertainty: Bayesian Learning in Unstable Settings

(2011) Elise Payzan-LeNestour et al.   PLoS Computational Biology

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

Learning Priors for Bayesian Computations in the Nervous System

(2010) Max Berniker et al.   PLoS One

Genetic variation in dopaminergic neuromodulation influences the ability to rapidly and flexibly adapt decisions

(2009) L. K. Krugel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA