Dharshan Kumaran

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David SilverDeepMind, UCLAdresse e-mail validée de google.com
Joel VenessGoogle DeepMindAdresse e-mail validée de google.com
koray kavukcuogluDeepMindAdresse e-mail validée de kavukcuoglu.org
Stig PetersenDeepMindAdresse e-mail validée de google.com
Razvan PascanuResearch Scientist at Google DeepMindAdresse e-mail validée de google.com
Raia HadsellGoogle DeepMindAdresse e-mail validée de google.com
Georg OstrovskiGoogle DeepMindAdresse e-mail validée de google.com
Volodymyr MnihDeepMindAdresse e-mail validée de cs.toronto.edu
Alex GravesUniversity of TorontoAdresse e-mail validée de cs.toronto.edu
Marc G. BellemareGoogle BrainAdresse e-mail validée de google.com
Benedetto De MartinoAssociate Professor, Institute of Cognitive Neuroscience - University College LondonAdresse e-mail validée de ucl.ac.uk
Hugo SpiersProfessor of Cognitive Neuroscience, University College LondonAdresse e-mail validée de ucl.ac.uk
Ben SeymourUniversity of OxfordAdresse e-mail validée de ndcn.ox.ac.uk
Martin ChadwickDeepMindAdresse e-mail validée de google.com
Seralynne D. VannSchool of Psychology, Cardiff UniversityAdresse e-mail validée de cardiff.ac.uk
Paul FletcherBernard Wolfe Professor of Health Neuroscience, Cambridge UniversityAdresse e-mail validée de cam.ac.uk
Heidi BonniciLecturer, University of East AngliaAdresse e-mail validée de uea.ac.uk
Nikolaus WeiskopfDirector, Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain SciencesAdresse e-mail validée de cbs.mpg.de
Jonathan RoiserInstitute of Cognitive Neuroscience, UCLAdresse e-mail validée de ucl.ac.uk
Michael WaskomFlatiron HealthAdresse e-mail validée de nyu.edu

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Dharshan Kumaran

Google DeepMind

Adresse e-mail validée de fil.ion.ucl.ac.uk - Page d'accueil

cognitive neuroscience Artificial Intelligence hippocampus memory social cognition


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Human-level control through deep reinforcement learning V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ... nature 518 (7540), 529-533, 2015	20303	2015
Overcoming catastrophic forgetting in neural networks J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ... Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017	3382	2017
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play D Silver, T Hubert, J Schrittwieser, I Antonoglou, M Lai, A Guez, M Lanctot, ... Science 362 (6419), 1140-1144, 2018	2478	2018
Frames, biases, and rational decision-making in the human brain B De Martino, D Kumaran, B Seymour, RJ Dolan Science 313 (5787), 684, 2006	1998	2006
Patients with hippocampal amnesia cannot imagine new experiences D Hassabis, D Kumaran, SD Vann, EA Maguire Proceedings of the National Academy of Sciences 104 (5), 1726, 2007	1517	2007
Mastering chess and shogi by self-play with a general reinforcement learning algorithm D Silver, T Hubert, J Schrittwieser, I Antonoglou, M Lai, A Guez, M Lanctot, ... arXiv preprint arXiv:1712.01815, 2017	1454	2017
Neuroscience-inspired artificial intelligence D Hassabis, D Kumaran, C Summerfield, M Botvinick Neuron 95 (2), 245-258, 2017	1139	2017
Using imagination to understand the neural basis of episodic memory D Hassabis, D Kumaran, EA Maguire The Journal of Neuroscience 27 (52), 14365, 2007	877	2007
Learning to navigate in complex environments P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ... arXiv preprint arXiv:1611.03673, 2016	750	2016
Learning to reinforcement learn JX Wang, Z Kurth-Nelson, D Tirumala, H Soyer, JZ Leibo, R Munos, ... arXiv preprint arXiv:1611.05763, 2016	679	2016
What learning systems do intelligent agents need? Complementary learning systems theory updated D Kumaran, D Hassabis, JL McClelland Trends in cognitive sciences 20 (7), 512-534, 2016	475	2016
Vector-based navigation using grid-like representations in artificial agents A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ... Nature 557 (7705), 429-433, 2018	456	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	395	2018
An unexpected sequence of events: mismatch detection in the human hippocampus D Kumaran, EA Maguire PLoS biology 4 (12), e424, 2006	363	2006
Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system. D Kumaran, JL McClelland Psychological review 119 (3), 573, 2012	325	2012
Tracking the emergence of conceptual knowledge during human decision making D Kumaran, JJ Summerfield, D Hassabis, EA Maguire Neuron 63 (6), 889-901, 2009	314	2009
Match–mismatch processes underlie human hippocampal responses to associative novelty D Kumaran, EA Maguire The Journal of neuroscience 27 (32), 8517, 2007	285	2007
A genetically mediated bias in decision making driven by failure of amygdala control JP Roiser, B De Martino, GCY Tan, D Kumaran, B Seymour, NW Wood, ... Journal of Neuroscience 29 (18), 5985-5991, 2009	253	2009
The human hippocampus: cognitive maps or relational memory? D Kumaran, EA Maguire The Journal of neuroscience 25 (31), 7254-7259, 2005	243	2005
Novelty signals: a window into hippocampal information processing D Kumaran, EA Maguire Trends in cognitive sciences 13 (2), 47-54, 2009	238	2009

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