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Publications by Samuel J. Gershman

Model-Free and Model-Based Learning Processes in the Updating of Explicit and Implicit Evaluations

Proceedings of the National Academy of Sciences of the United States of America

Multidisciplinary

English

Explaining Compound Generalization in Associative and Causal Learning Through Rational Principles of Dimensional Generalization.

Psychological Review

Philosophy of Science

English

The Successor Representation: Its Computational Logic and Neural Substrates

Journal of Neuroscience

English

Predictive Representations Can Link Model-Based Reinforcement Learning to Model-Free Mechanisms

PLoS Computational Biology

Molecular Neuroscience

Molecular Biology

Computational Theory

English

When Does Model-Based Control Pay Off?

PLoS Computational Biology

Molecular Neuroscience

Molecular Biology

Computational Theory

English

A Unifying Probabilistic View of Associative Learning

PLoS Computational Biology

Molecular Neuroscience

Molecular Biology

Computational Theory

English

Rethinking Dopamine as Generalized Prediction Error

Proceedings of the Royal Society B: Biological Sciences

Molecular Biology

Environmental Science

Biological Sciences

English

Novelty and Inductive Generalization in Human Reinforcement Learning

Topics in Cognitive Science

Human-Computer Interaction

Cognitive Neuroscience

Cognitive Psychology

Artificial Intelligence

English

Individual Differences in Learning Predict the Return of Fear

Learning and Behavior

Cognitive Psychology

Behavioral Neuroscience

Cognitive Neuroscience

English

Ramping and State Uncertainty in the Dopamine Signal

English