Nathaniel D Daw
Affiliation: University College London
- Dopamine: at the intersection of reward and actionNathaniel D Daw
Nat Neurosci 10:1505-7. 2007
- Representation and timing in theories of the dopamine systemNathaniel D Daw
UCL, Gatsby Computational Neuroscience Unit, London, WC1N3AR, UK
Neural Comput 18:1637-77. 2006..Finally, it offers new experimental predictions and a rich theoretical framework for designing future experiments...
- Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral controlNathaniel D Daw
Gatsby Computational Neuroscience Unit, University College London, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
Nat Neurosci 8:1704-11. 2005..This provides a unifying account of a wealth of experimental evidence about the factors favoring dominance by either system...
- The computational neurobiology of learning and rewardNathaniel D Daw
Gatsby Computational Neuroscience Unit, UCL, Alexandra House, 17 Queen Square, London, WC1N 3AR, UK
Curr Opin Neurobiol 16:199-204. 2006....
- Cortical substrates for exploratory decisions in humansNathaniel D Daw
Gatsby Computational Neuroscience Unit, University College London UCL, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
Nature 441:876-9. 2006....
- Decision theory, reinforcement learning, and the brainPeter Dayan
University College London, London, England
Cogn Affect Behav Neurosci 8:429-53. 2008....
- Neuroscience. MatchmakingNathaniel D Daw
Gatsby Computational Neuroscience Unit, University College London, London WC1N 3AR, UK
Science 304:1753-4. 2004
- Striatal activity underlies novelty-based choice in humansBianca C Wittmann
Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N3BG, UK
Neuron 58:967-73. 2008..These data indicate that the brain uses perceptual novelty to approximate choice uncertainty in decision making, which in certain contexts gives rise to a newly identified and quantifiable source of human irrationality...
- A dual role for prediction error in associative learningHanneke E M den Ouden
Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG, UK
Cereb Cortex 19:1175-85. 2009..These results posit a dual role for prediction-error in encoding surprise and driving associative plasticity...
- The misbehavior of value and the discipline of the willPeter Dayan
Gatsby Computational Neuroscience Unit, UCL, 17 Queen Square, London, UK
Neural Netw 19:1153-60. 2006..The misbehavior created by Pavlovian values can be quite debilitating; we discuss how it may be disciplined...
- Serotonin selectively modulates reward value in human decision-makingBen Seymour
Wellcome Trust Centre for Neuroimaging, University College London UCL, London WC1N 3BG, United Kingdom
J Neurosci 32:5833-42. 2012..Our results provide evidence for a surprising role for serotonin in reward processing, while illustrating its complex and multifarious effects...
- Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision makingTom Schonberg
Department of Psychology, Tel Aviv University, Tel Aviv 69978, Israel
J Neurosci 27:12860-7. 2007..Thus, spontaneously observed individual differences in decision making performance demonstrate the suggested dependence of this type of learning on the functional integrity of the dopaminergic striatal system in humans...
- Tonic dopamine: opportunity costs and the control of response vigorYael Niv
Interdisciplinary Center for Neural Computation, The Hebrew University of Jerusalem, Jerusalem, 91904, Israel
Psychopharmacology (Berl) 191:507-20. 2007....
- Choice valuesYael Niv
Nat Neurosci 9:987-8. 2006
- Bayesian theories of conditioning in a changing worldAaron C Courville
Département d informatique et de recherche opérationnelle, Universite de Montreal, Montreal, QC H3C 3J7, Canada
Trends Cogn Sci 10:294-300. 2006....
- A computational substrate for incentive salienceSamuel M McClure
Center for Theoretical Neuroscience, Human Neuroimaging Laboratory, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA
Trends Neurosci 26:423-8. 2003..To the contrary, we demonstrate that both of these functions can be captured in a single computational model of the involvement of dopamine in reward prediction for the purpose of reward seeking...
- Long-term reward prediction in TD models of the dopamine systemNathaniel D Daw
Computer Science Department and Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA 15213, USA
Neural Comput 14:2567-83. 2002..Some of these predictions suggest new computational explanations for previously puzzling data, such as indications from microdialysis studies of elevated DA activity triggered by aversive events...
- Opponent interactions between serotonin and dopamineNathaniel D Daw
Computer Science Department and Center for the Neural Basis of Cognition, School of Computer Science, Carnegie Mellon University, Pittsburgh PA 15213 3891, USA
Neural Netw 15:603-16. 2002....