Daw, Nathaniel D.

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

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

The importance of mixed selectivity in complex cognitive tasks

Rigotti, M., Barak, O., Warden, M. R., Wang, X.-J., Daw, N. D., Miller, E. K., & Fusi, S. (2013) · Nature

Neural dynamics and brain functionMemory and Neural Mechanisms

Cited by 1,639

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

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

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

Characterizing a psychiatric symptom dimension related to deficits in goal-directed control

Gillan, C. M., Kosinski, M., Whelan, R., Phelps, E. A., & Daw, N. D. (2016) · eLife

Obsessive-Compulsive Spectrum DisordersAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 586

Self-Evaluation of Decision-Making: A General Bayesian Framework for Metacognitive Computation

Fleming, S. M., & Daw, N. D. (2017) · Psychological Review

Decision-Making and Behavioral EconomicsNeural and Behavioral Psychology Studies

Cited by 584

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

Specialized coding of sensory, motor and cognitive variables in VTA dopamine neurons

Engelhard, B., Finkelstein, J., Cox, J., Fleming, W., Jang, H. J., Ornelas, S., Koay, S. A., Thiberge, S. Y., Daw, N. D., Tank, D. W., et al. (2019) · Nature

Neurotransmitter Receptor Influence on BehaviorNeural dynamics and brain function

Cited by 544

Serotonin and dopamine: unifying affective, activational, and decision functions.

Cools, R., Nakamura, K., & Daw, N. D. (2011) · Neuropsychopharmacology

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 464

Bayesian theories of conditioning in a changing world

Courville, A. C., Daw, N. D., & Touretzky, D. S. (2006) · Trends in Cognitive Sciences

Memory and Neural MechanismsBayesian Modeling and Causal Inference

Cited by 457

Reinforcement learning and episodic memory in humans and animals: an integrative framework

Gershman, S. J., & Daw, N. D. (2017) · Annual Review of Psychology

Reinforcement Learning in RoboticsMemory and Neural Mechanisms

Cited by 446

Prioritized memory access explains planning and hippocampal replay

Mattar, M. G., & Daw, N. D. (2018) · Nature Neuroscience

Memory and Neural MechanismsMemory Processes and Influences

Cited by 393

Reinforcement Learning Signals in the Human Striatum Distinguish Learners from Nonlearners during Reward-Based Decision Making

Schönberg, T., Daw, N. D., Joel, D., & O'Doherty, J. P. (2007) · The Journal of Neuroscience

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 390

The ubiquity of model-based reinforcement learning

Doll, B. B., Simon, D. A., & Daw, N. D. (2012) · Current Opinion in Neurobiology

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 380

Rethinking extinction

Dunsmoor, J. E., Niv, Y., Daw, N., & Phelps, E. A. (2015) · Neuron

Memory and Neural MechanismsMemory Processes and Influences

Cited by 329

A Dual Role for Prediction Error in Associative Learning

den Ouden, H. E. M., Friston, K. J., Daw, N. D., McIntosh, A. R., & Stephan, K. E. (2009) · Cerebral Cortex

Multisensory perception and integrationVisual perception and processing mechanisms

Cited by 306

Model-based learning protects against forming habits

Gillan, C. M., Otto, A. R., Phelps, E. A., & Daw, N. D. (2015) · Cognitive, Affective, & Behavioral Neuroscience

Neural and Behavioral Psychology StudiesBehavioral Health and Interventions

Cited by 283

Striatal activity underlies novelty-based choice in humans

Wittmann, B. C., Daw, N. D., Seymour, B., & Dolan, R. J. (2008) · Neuron

Decision-Making and Behavioral EconomicsNeural and Behavioral Psychology Studies

Cited by 277

Serotonin Selectively Modulates Reward Value in Human Decision-Making

Seymour, B., Daw, N. D., Roiser, J. P., Dayan, P., & Dolan, R. (2012) · The Journal of Neuroscience

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 252

Representation of aversive prediction errors in the human periaqueductal gray

Roy, M., Shohamy, D., Daw, N., Jepma, M., Wimmer, G. E., & Wager, T. D. (2014) · Nature Neuroscience

Neural and Behavioral Psychology StudiesPain Mechanisms and Treatments

Cited by 246