Dharshan Kumaran
Dharshan Kumaran
Google DeepMind
Verified email at fil.ion.ucl.ac.uk - Homepage
TitleCited byYear
Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
Nature 518 (7540), 529, 2015
64642015
Frames, biases, and rational decision-making in the human brain
B De Martino, D Kumaran, B Seymour, RJ Dolan
Science 313 (5787), 684, 2006
15202006
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
11272007
Using imagination to understand the neural basis of episodic memory
D Hassabis, D Kumaran, EA Maguire
The Journal of Neuroscience 27 (52), 14365, 2007
6302007
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
6062017
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
4052017
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
2732016
Neuroscience-inspired artificial intelligence
D Hassabis, D Kumaran, C Summerfield, M Botvinick
Neuron 95 (2), 245-258, 2017
2682017
An unexpected sequence of events: mismatch detection in the human hippocampus
D Kumaran, EA Maguire
PLoS biology 4 (12), e424, 2006
2452006
Tracking the emergence of conceptual knowledge during human decision making
D Kumaran, JJ Summerfield, D Hassabis, EA Maguire
Neuron 63 (6), 889-901, 2009
2342009
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
2112009
The human hippocampus: cognitive maps or relational memory?
D Kumaran, EA Maguire
The Journal of neuroscience 25 (31), 7254-7259, 2005
2022005
Match–mismatch processes underlie human hippocampal responses to associative novelty
D Kumaran, EA Maguire
The Journal of neuroscience 27 (32), 8517, 2007
2002007
Detecting Replicating Signals using Adaptive Filtering Procedures with the Application in High-throughput Experiments
J Wang, W Su, C Sabatti, AB Owen
arXiv preprint arXiv:1610.03330, 2016
1872016
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
1762018
Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system.
D Kumaran, JL McClelland
Psychological review 119 (3), 573, 2012
1702012
The neurobiology of reference-dependent value computation
B De Martino, D Kumaran, B Holt, RJ Dolan
The Journal of Neuroscience 29 (12), 3833-3842, 2009
1702009
Novelty signals: a window into hippocampal information processing
D Kumaran, EA Maguire
Trends in cognitive sciences 13 (2), 47-54, 2009
1692009
Which computational mechanisms operate in the hippocampus during novelty detection?
D Kumaran, EA Maguire
Hippocampus 17 (9), 735-748, 2007
1682007
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
1632016
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Articles 1–20