David Raposo
David Raposo
Google DeepMind, Champalimaud Neuroscience Programme, Cold Spring Harbor Laboratory
Vahvistettu sähköpostiosoite verkkotunnuksessa google.com
Nimike
Viittaukset
Viittaukset
Vuosi
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
10682018
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
9482017
A category-free neural population supports evolving demands during decision-making
D Raposo, MT Kaufman, AK Churchland
Nature neuroscience 17 (12), 1784, 2014
3122014
Deep reinforcement learning with relational inductive biases
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
196*2018
Multisensory decision-making in rats and humans
D Raposo, JP Sheppard, PR Schrater, AK Churchland
Journal of neuroscience 32 (11), 3726-3735, 2012
1552012
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
1122018
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
892017
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
722017
Hyperbolic Attention Networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
662018
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
602013
Causal Reasoning from Meta-reinforcement Learning
I Dasgupta, J Wang, S Chiappa, J Mitrovic, P Ortega, D Raposo, ...
arXiv preprint arXiv:1901.08162, 2019
372019
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
332019
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
Rapid Task-Solving in Novel Environments
S Ritter, R Faulkner, L Sartran, A Santoro, M Botvinick, D Raposo
arXiv preprint arXiv:2006.03662, 2020
12020
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
2021
Symbolic Behaviour in Artificial Intelligence
A Santoro, A Lampinen, K Mathewson, T Lillicrap, D Raposo
arXiv preprint arXiv:2102.03406, 2021
2021
AlignNet: Self-supervised Alignment Module
A Creswell, L Piloto, D Barrett, K Nikiforou, D Raposo, M Garnelo, ...
2019
A model of structure learning, inference, and generation for scene understanding
D Raposo, P Dayan, D Hassabis, P Battaglia
39th Annual Meeting of the Cognitive Science Society (CogSci 2017), 2956, 2017
2017
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Artikkelit 1–18