Dayan, Peter

A neural substrate of prediction and reward

Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 9,388

Q-learning

Watkins, C. J. C. H., & Dayan, P. (1992) · Machine Learning

Reinforcement Learning in RoboticsMachine Learning and Algorithms

Cited by 9,083

Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control

Daw, N. D., Niv, Y., & Dayan, P. (2005) · Nature Neuroscience

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 2,533

Cortical substrates for exploratory decisions in humans

Daw, N. D., O'Doherty, J. P., Dayan, P., Seymour, B., & Dolan, R. J. (2006) · Nature

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 2,224

Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning

O'Doherty, J., Dayan, P., Schultz, J., Deichmann, R., Friston, K., & Dolan, R. J. (2004) · Science

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 2,088

A framework for mesencephalic dopamine systems based on predictive Hebbian learning

Montague, P., Dayan, P., & Sejnowski, T. (1996) · The Journal of Neuroscience

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 2,066

Model-based influences on humans’ choices and striatal prediction errors

Daw, N. D., Gershman, S. J., Seymour, B., Dayan, P., & Dolan, R. J. (2011) · Neuron

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 1,779

Uncertainty, Neuromodulation, and Attention

Yu, A. J., & Dayan, P. (2005) · Neuron

Neural and Behavioral Psychology StudiesNeural dynamics and brain function

Cited by 1,774

Temporal difference models and reward-related learning in the human brain

O'Doherty, J. P., Dayan, P., Friston, K., Critchley, H., & Dolan, R. J. (2003) · Neuron

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 1,522

The helmholtz machine

Dayan, P., Hinton, G. E., Neal, R. M., & Zemel, R. S. (1995) · Neural Computation

Neural Networks and ApplicationsBayesian Modeling and Causal Inference

Cited by 1,207

States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning

Gläscher, J., Daw, N., Dayan, P., & O'Doherty, J. P. (2010) · Neuron

Neural and Behavioral Psychology StudiesReinforcement Learning in Robotics

Cited by 1,166

Tonic dopamine: Opportunity costs and the control of response vigor

Niv, Y., Daw, N. D., Joel, D., & Dayan, P. (2007) · Psychopharmacology

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 1,133

The "Wake-Sleep" Algorithm for Unsupervised Neural Networks

Hinton, G. E., Dayan, P., Frey, B. J., & Neal, R. M. (1995) · Science

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 1,070

Goals and Habits in the Brain

Dolan, R. J., & Dayan, P. (2013) · Neuron

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 977

Reward, Motivation, and Reinforcement Learning

Dayan, P., & Balleine, B. W. (2002) · Neuron

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 855

Opponent interactions between serotonin and dopamine

Daw, N. D., Kakade, S., & Dayan, P. (2002) · Neural Networks

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 844

Computational psychiatry

Montague, P. R., Dolan, R. J., Friston, K. J., & Dayan, P. (2012) · Trends in Cognitive Sciences

Neural and Behavioral Psychology StudiesMental Health and Psychiatry

Cited by 809

Improving generalization for temporal difference learning: The successor representation

Dayan, P. (1993) · Neural Computation

Reinforcement Learning in RoboticsNeural Networks and Applications

Cited by 693

Disorders of compulsivity: A common bias towards learning habits

Voon, V, Derbyshire, K., Rück, C., Irvine, M. A., Worbe, Y., Enander, J., Schreiber, L. R. N., Gillan, C., Fineberg, N. A., Sahakian, B. J., et al. (2015) · Molecular Psychiatry

Obsessive-Compulsive Spectrum DisordersNeural and Behavioral Psychology Studies

Cited by 643

Temporal difference models describe higher-order learning in humans

Seymour, B., O'Doherty, J. P., Dayan, P., Koltzenburg, M., Jones, A. K., Dolan, R. J., Friston, K. J., & Frackowiak, R. S. (2004) · Nature

Memory and Neural MechanismsNeural and Behavioral Psychology Studies

Cited by 605

Decision theory, reinforcement learning, and the brain

Dayan, P., & Daw, N. D. (2008) · Cognitive, Affective, & Behavioral Neuroscience

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 580

Learning and selective attention

Dayan, P., Kakade, S., & Montague, P. R. (2000) · Nature Neuroscience

Neural and Behavioral Psychology StudiesMemory and Neural Mechanisms

Cited by 495

Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis

Huys, Q. J., Pizzagalli, D. A., Bogdan, R., & Dayan, P. (2013) · Biology of Mood & Anxiety Disorders

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 480

Acetylcholine contributes through muscarinic receptors to attentional modulation in V1

Herrero, J. L., Roberts, M. J., Delicato, L. S., Gieselmann, M. A., Dayan, P., & Thiele, A. (2008) · Nature

Visual perception and processing mechanismsNeuroscience and Neuropharmacology Research

Cited by 459