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

Putting bandits into context: How function learning supports decision making.

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The algorithmic architecture of exploration in the human brain

(2018) Eric Schulz et al.   CURRENT OPINION IN NEUROBIOLOGY

Shoppers like what they know

(2017) Peter M. Todd   NATURE

Drawing causal inference from Big Data

(2016) Richard M. Shiffrin   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Generalization of value in reinforcement learning by humans

(2012) G. Elliott Wimmer et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting

(2012) Niranjan Srinivas et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Frontal Cortex and the Discovery of Abstract Action Rules

(2010) David Badre et al.   NEURON

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

(2009) Michael J Frank et al.   NATURE NEUROSCIENCE