Follow
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
36482018
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
18602017
A category-free neural population supports evolving demands during decision-making
D Raposo, MT Kaufman, AK Churchland
Nature neuroscience 17 (12), 1784-1792, 2014
4882014
Deep reinforcement learning with relational inductive biases
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
486*2018
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
2652018
Hyperbolic Attention Networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
2622018
Multisensory decision-making in rats and humans
D Raposo, JP Sheppard, PR Schrater, AK Churchland
Journal of neuroscience 32 (11), 3726-3735, 2012
2352012
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
1642017
Causal Reasoning from Meta-reinforcement Learning
I Dasgupta, J Wang, S Chiappa, J Mitrovic, P Ortega, D Raposo, ...
arXiv preprint arXiv:1901.08162, 2019
1272019
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
1272017
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
952019
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
892013
A data-driven approach for learning to control computers
PC Humphreys, D Raposo, T Pohlen, G Thornton, R Chhaparia, A Muldal, ...
International Conference on Machine Learning, 9466-9482, 2022
672022
Symbolic Behaviour in Artificial Intelligence
A Santoro, A Lampinen, K Mathewson, T Lillicrap, D Raposo
arXiv preprint arXiv:2102.03406, 2021
482021
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
282021
Rapid Task-Solving in Novel Environments
S Ritter, R Faulkner, L Sartran, A Santoro, M Botvinick, D Raposo
arXiv preprint arXiv:2006.03662, 2020
272020
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
D Raposo, S Ritter, B Richards, T Lillicrap, PC Humphreys, A Santoro
arXiv preprint arXiv:2404.02258, 2024
172024
Neural networks with relational memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent 10,853,725, 2020
92020
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
62019
Generating implicit plans for accomplishing goals in an environment using attention operations over planning embeddings
S Ritter, R Faulkner, DN Raposo
US Patent App. 17/794,780, 2023
12023
The system can't perform the operation now. Try again later.
Articles 1–20