Zeb Kurth-Nelson
Zeb Kurth-Nelson
DeepMind, UCL
Verified email at - Homepage
Cited by
Cited by
Learning to reinforcement learn
JX Wang, Z Kurth-Nelson, D Tirumala, H Soyer, JZ Leibo, R Munos, ...
arXiv preprint arXiv:1611.05763, 2016
What is a cognitive map? Organizing knowledge for flexible behavior
TEJ Behrens, TH Muller, JCR Whittington, S Mark, AB Baram, ...
Neuron 100 (2), 490-509, 2018
Prefrontal cortex as a meta-reinforcement learning system
JX Wang, Z Kurth-Nelson, D Kumaran, D Tirumala, H Soyer, JZ Leibo, ...
Nature neuroscience 21 (6), 860-868, 2018
Reconciling reinforcement learning models with behavioral extinction and renewal: implications for addiction, relapse, and problem gambling.
AD Redish, S Jensen, A Johnson, Z Kurth-Nelson
Psychological review 114 (3), 784, 2007
Reinforcement learning, fast and slow
M Botvinick, S Ritter, JX Wang, Z Kurth-Nelson, C Blundell, D Hassabis
Trends in cognitive sciences 23 (5), 408-422, 2019
Harm to others outweighs harm to self in moral decision making
MJ Crockett, Z Kurth-Nelson, JZ Siegel, P Dayan, RJ Dolan
Proceedings of the National Academy of Sciences 111 (48), 17320-17325, 2014
A distributional code for value in dopamine-based reinforcement learning
W Dabney, Z Kurth-Nelson, N Uchida, CK Starkweather, D Hassabis, ...
Nature 577 (7792), 671-675, 2020
Human replay spontaneously reorganizes experience
Y Liu, RJ Dolan, Z Kurth-Nelson, TEJ Behrens
Cell 178 (3), 640-652. e14, 2019
Information processing in decision-making systems
M Van Der Meer, Z Kurth-Nelson, AD Redish
The Neuroscientist 18 (4), 342-359, 2012
Learning-induced plasticity in medial prefrontal cortex predicts preference malleability
MM Garvert, M Moutoussis, Z Kurth-Nelson, TEJ Behrens, RJ Dolan
Neuron 85 (2), 418-428, 2015
Dissociable effects of serotonin and dopamine on the valuation of harm in moral decision making
MJ Crockett, JZ Siegel, Z Kurth-Nelson, OT Ousdal, G Story, C Frieband, ...
Current Biology 25 (14), 1852-1859, 2015
Single-and cross-commodity discounting among cocaine addicts: the commodity and its temporal location determine discounting rate
WK Bickel, RD Landes, DR Christensen, L Jackson, BA Jones, ...
Psychopharmacology 217 (2), 177-187, 2011
Fast sequences of non-spatial state representations in humans
Z Kurth-Nelson, M Economides, RJ Dolan, P Dayan
Neuron 91 (1), 194-204, 2016
Moral transgressions corrupt neural representations of value
MJ Crockett, JZ Siegel, Z Kurth-Nelson, P Dayan, RJ Dolan
Nature neuroscience 20 (6), 879-885, 2017
A theoretical account of cognitive effects in delay discounting
Z Kurth‐Nelson, W Bickel, AD Redish
European Journal of Neuroscience 35 (7), 1052-1064, 2012
Imaging retinal blood flow with laser speckle flowmetry
AI Srienc, ZL Kurth-Nelson, EA Newman
Frontiers in neuroenergetics 2, 128, 2010
The modulation of savouring by prediction error and its effects on choice
K Iigaya, GW Story, Z Kurth-Nelson, RJ Dolan, P Dayan
Elife 5, 2016
Deep reinforcement learning and its neuroscientific implications
M Botvinick, JX Wang, W Dabney, KJ Miller, Z Kurth-Nelson
Neuron 107 (4), 603-616, 2020
Causal reasoning from meta-reinforcement learning
I Dasgupta, J Wang, S Chiappa, J Mitrovic, P Ortega, D Raposo, ...
arXiv preprint arXiv:1901.08162, 2019
Model-based reasoning in humans becomes automatic with training
M Economides, Z Kurth-Nelson, A Lübbert, M Guitart-Masip, RJ Dolan
PLoS computational biology 11 (9), e1004463, 2015
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