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David Raposo
David Raposo
Google DeepMind, Champalimaud Neuroscience Programme, Cold Spring Harbor Laboratory
Verified email at google.com
Title
Cited by
Cited by
Year
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
20012018
A simple neural network module for relational reasoning
A Santoro, D Raposo, DG Barrett, M Malinowski, R Pascanu, P Battaglia, ...
Advances in neural information processing systems, 4967-4976, 2017
13672017
A category-free neural population supports evolving demands during decision-making
D Raposo, MT Kaufman, AK Churchland
Nature neuroscience 17 (12), 1784, 2014
3832014
Deep reinforcement learning with relational inductive biases
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
321*2018
Multisensory decision-making in rats and humans
D Raposo, JP Sheppard, PR Schrater, AK Churchland
Journal of neuroscience 32 (11), 3726-3735, 2012
1852012
Relational recurrent neural networks
A Santoro, R Faulkner, D Raposo, J Rae, M Chrzanowski, T Weber, ...
Advances in Neural Information Processing Systems, 7299-7310, 2018
1812018
Hyperbolic Attention Networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
1532018
Posterior parietal cortex guides visual decisions in rats
AM Licata, MT Kaufman, D Raposo, MB Ryan, JP Sheppard, ...
Journal of Neuroscience 37 (19), 4954-4966, 2017
1202017
Discovering objects and their relations from entangled scene representations
D Raposo, A Santoro, D Barrett, R Pascanu, T Lillicrap, P Battaglia
arXiv preprint arXiv:1702.05068, 2017
972017
Dynamic weighting of multisensory stimuli shapes decision-making in rats and humans
JP Sheppard, D Raposo, AK Churchland
Journal of vision 13 (6), 4-4, 2013
722013
Causal Reasoning from Meta-reinforcement Learning
I Dasgupta, J Wang, S Chiappa, J Mitrovic, P Ortega, D Raposo, ...
arXiv preprint arXiv:1901.08162, 2019
652019
An investigation of model-free planning
A Guez, M Mirza, K Gregor, R Kabra, S Racanière, T Weber, D Raposo, ...
International Conference on Machine Learning, 2464-2473, 2019
602019
Symbolic Behaviour in Artificial Intelligence
A Santoro, A Lampinen, K Mathewson, T Lillicrap, D Raposo
arXiv preprint arXiv:2102.03406, 2021
112021
Rapid Task-Solving in Novel Environments
S Ritter, R Faulkner, L Sartran, A Santoro, M Botvinick, D Raposo
arXiv preprint arXiv:2006.03662, 2020
102020
Synthetic Returns for Long-Term Credit Assignment
D Raposo, S Ritter, A Santoro, G Wayne, T Weber, M Botvinick, ...
arXiv preprint arXiv:2102.12425, 2021
92021
Is coding a relevant metaphor for building AI? A commentary on" Is coding a relevant metaphor for the brain?", by Romain Brette
A Santoro, F Hill, D Barrett, D Raposo, M Botvinick, T Lillicrap
arXiv preprint arXiv:1904.10396, 2019
42019
A data-driven approach for learning to control computers
PC Humphreys, D Raposo, T Pohlen, G Thornton, R Chhaparia, A Muldal, ...
arXiv preprint arXiv:2202.08137, 2022
32022
Neural networks with relational memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent 10,853,725, 2020
12020
Neural Networks with Relational Memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent App. 17/107,621, 2021
2021
Reinforcement learning using a relational network for generating data encoding relationships between entities in an environment
Y Li, VC Bapst, V Zambaldi, DN Raposo, AA Santoro
US Patent App. 16/417,580, 2019
2019
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