Kurth-Nelson Zeb

Wellcome Trust Centre for Neuroimaging, University College London, London WC1N 3BG, United Kingdom; Max Planck-University College London Centre for Computational Psychiatry and Ageing, London WC1B 5EE, United Kingdom.

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Papers45 papers

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A distributional code for value in dopamine-based reinforcement learning

Will Dabney,Zeb Kurth-Nelson,Naoshige Uchida, Clara Kwon Starkweather,Demis Hassabis,Rémi Munos,Matthew Botvinick

NATURE, no. 7792.0 (2020): 671-+

Cited by51WOSEIBibtex

Replay bursts in humans coincide with activation of the default mode and parietal alpha networks

Cameron Higgins, Yunzhe Liu,Diego Vidaurre,Zeb Kurth-Nelson,Ray Dolan,Timothy Behrens,Mark Woolrich

Neuron, (2020)

WOSBibtex

Microscopic Structure of Frontal White Matter Predict Delay Discounting

Marc Guitart-Masip,Zeb Kurth-Nelson,Jan Axelsson,Katrine Riklund,Lars Nyberg,Lars Bäckman, Benjamin Garzon

BIOLOGICAL PSYCHIATRY, no. SUP9 (2020): S197-S197

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Social discounting of pain

Giles W Story,Zeb Kurth-Nelson,Molly Crockett,Ivo Vlaev,Ara Darzi,Raymond J Dolan

Journal of the experimental analysis of behavior, no. 3 (2020): 308-325

WOSBibtex

Measuring Sequences of Representations with Temporally Delayed Linear Modelling

Yunzhe Liu,Raymond J Dolan, Hector Luis Penagos-Vargas,Zeb Kurth-Nelson,Timothy Behrens

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Replay bursts coincide with activation of the default mode and parietal alpha network

Cameron Higgins, Yunzhe Liu,Diego Vidaurre,Zeb Kurth-Nelson,Ray Dolan,Timothy Behrens,Mark Woolrich

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Deep Reinforcement Learning and its Neuroscientific Implications

Matthew Botvinick,Jane X. Wang,Will Dabney, Kevin J. Miller,Zeb Kurth-Nelson

NEURON, no. 4 (2020): 603-616

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The value of what's to come: Neural mechanisms coupling prediction error and the utility of anticipation

Kiyohito Iigaya, Tobias U Hauser,Zeb Kurth-Nelson,John P O'Doherty,Peter Dayan,Raymond J Dolan

SCIENCE ADVANCES, no. 25 (2020)

WOSBibtex

Social training reconfigures prediction errors to shape Self-Other boundaries

Sam Ereira,Tobias U Hauser,Rani Moran,Giles W Story,Raymond J Dolan,Zeb Kurth-Nelson

NATURE COMMUNICATIONS, no. 1 (2020): 3030

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Human Replay Spontaneously Reorganizes Experience

Yunzhe Liu,Raymond J Dolan,Zeb Kurth-Nelson,Timothy E J Behrens

Cell, no. 3 (2019): 640-652.e14

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T157. Neurocomputational Plasticity of the Self-Other Distinction

Sam Ereira,Tobias Hauser,Raymond Dolan,Zeb Kurth-Nelson

Biological Psychiatry, no. 10 (2019)

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Meta-learning of Sequential Strategies

Pedro A. Ortega,Jane X. Wang,Mark Rowland,Tim Genewein,Zeb Kurth-Nelson,Razvan Pascanu,Nicolas Heess,Joel Veness, Alexander Pritzel,Pablo Sprechmann, Siddhant M. Jayakumar, Tom McGrath

arXiv: Learning, (2019)

Cited by29EIBibtex

Reinforcement Learning, Fast and Slow

Matthew Botvinick, Sam Ritter,Jane X. Wang,Zeb Kurth-Nelson,Charles Blundell,Demis Hassabis

TRENDS IN COGNITIVE SCIENCES, no. 5 (2019): 408-422

Cited by71Bibtex

Hippocampal-midbrain circuit enhances the pleasure of anticipation in the prefrontal cortex

K. Iigaya,T. U. Hauser,Z. Kurth-Nelson,J. P. O'Doherty,P. Dayan,P. Dayan,R. J. Dolan

bioRxiv, pp.588699-37, (2019)

Bibtex

Computing value from quality and quantity in human decision making

Archy O de Berker,Zeb Kurth-Nelson,Robb B Rutledge,Sven Bestmann,Raymond J Dolan

JOURNAL OF NEUROSCIENCE, no. 1 (2019): 163-176

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Causal Reasoning from Meta-reinforcement Learning

Ishita Dasgupta,Jane X. Wang, Silvia Chiappa, Jovana Mitrovic,Pedro A. Ortega, David Raposo,Edward Hughes,Peter Battaglia,Matthew Botvinick,Zeb Kurth-Nelson

arXiv: Learning, (2018)

EIBibtex

Been There, Done That: Meta-Learning with Episodic Recall

Samuel Ritter,Jane X. Wang,Zeb Kurth-Nelson, Siddhant M. Jayakumar,Charles Blundell,Razvan Pascanu,Matthew Botvinick

ICML, (2018): 4351-4360

Cited by38EIBibtex

Magnetoencephalography decoding reveals structural differences within integrative decision processes

Eran Eldar,Eran Eldar, Gyung Jin Bae, Gyung Jin Bae,Zeb Kurth-Nelson,Zeb Kurth-Nelson,Peter Dayan,R. J. Dolan,R. J. Dolan

NATURE HUMAN BEHAVIOUR, no. 9 (2018): 670.0-681

Cited by1Bibtex

Episodic Control as Meta-Reinforcement Learning

Samuel Ritter,Jane X. Wang,Zeb Kurth-Nelson,Matthew Botvinick

bioRxiv, pp.360537-7, (2018)

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Agent-specific learning signals for self-other distinction during mentalising

Sam Ereira,Raymond J Dolan,Zeb Kurth-Nelson

PLOS BIOLOGY, no. 4 (2018)

Cited by1WOSBibtex

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Kurth-Nelson ZebBinding

Papers45 papers

Kurth-Nelson Zeb