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Peter Dayan

Baylor College of MedicineORCID https://orcid.org/0000-0003-3476-1839
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Top Publications

A Neural Substrate of Prediction and Reward
Science19979,481 citations
Q-learning
Machine Learning19928,916 citations
Technical Note: Q-Learning
Machine Learning19923,640 citations
Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
Nature Neuroscience20052,614 citations
A framework for mesencephalic dopamine systems based on predictive Hebbian learning
Journal of Neuroscience19962,093 citations
Model-Based Influences on Humans' Choices and Striatal Prediction Errors
Neuron20111,906 citations
Uncertainty, Neuromodulation, and Attention
Neuron20051,834 citations
RETRACTED: A mathematical model explains saturating axon guidance responses to molecular gradients
eLife20161,244 citations
The Helmholtz Machine
Neural Computation19951,207 citationsFirst authorCorresponding
Tonic dopamine: opportunity costs and the control of response vigor
Psychopharmacology20061,189 citations
The Effect of Correlated Variability on the Accuracy of a Population Code
Neural Computation1999876 citations
Opponent interactions between serotonin and dopamine
Neural Networks2002864 citations
Improving Generalization for Temporal Difference Learning: The Successor Representation
Neural Computation1993734 citationsFirst authorCorresponding
Reinforcement learning: The Good, The Bad and The Ugly
Current Opinion in Neurobiology2008718 citationsFirst authorCorresponding
Disorders of compulsivity: a common bias towards learning habits
Molecular Psychiatry2014661 citations