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Andrea Banino
Andrea Banino
DeepMind
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Title
Cited by
Cited by
Year
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
10212016
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
7742018
Big-loop recurrence within the hippocampal system supports integration of information across episodes
R Koster, MJ Chadwick, Y Chen, D Berron, A Banino, E Düzel, ...
Neuron 99 (6), 1342-1354. e6, 2018
1542018
Computations underlying social hierarchy learning: distinct neural mechanisms for updating and representing self-relevant information
D Kumaran, A Banino, C Blundell, D Hassabis, P Dayan
Neuron 92 (5), 1135-1147, 2016
1512016
The CLRS algorithmic reasoning benchmark
P Veličković, AP Badia, D Budden, R Pascanu, A Banino, M Dashevskiy, ...
International Conference on Machine Learning, 22084-22102, 2022
972022
Pondernet: Learning to ponder
A Banino, J Balaguer, C Blundell
arXiv preprint arXiv:2107.05407, 2021
942021
Semantic exploration from language abstractions and pretrained representations
A Tam, N Rabinowitz, A Lampinen, NA Roy, S Chan, DJ Strouse, J Wang, ...
Advances in neural information processing systems 35, 25377-25389, 2022
662022
Retrieval-based model accounts for striking profile of episodic memory and generalization
A Banino, R Koster, D Hassabis, D Kumaran
Scientific Reports 6 (1), 31330, 2016
542016
Retrieval-augmented reinforcement learning
A Goyal, A Friesen, A Banino, T Weber, NR Ke, AP Badia, A Guez, ...
International Conference on Machine Learning, 7740-7765, 2022
532022
Towards mental time travel: a hierarchical memory for reinforcement learning agents
A Lampinen, S Chan, A Banino, F Hill
Advances in Neural Information Processing Systems 34, 28182-28195, 2021
522021
Coberl: Contrastive bert for reinforcement learning
A Banino, AP Badia, J Walker, T Scholtes, J Mitrovic, C Blundell
arXiv preprint arXiv:2107.05431, 2021
422021
The spatial memory pipeline: a model of egocentric to allocentric understanding in mammalian brains
B Uria, B Ibarz, A Banino, V Zambaldi, D Kumaran, D Hassabis, C Barry, ...
BioRxiv, 2020.11. 11.378141, 2020
382020
Memo: A deep network for flexible combination of episodic memories
A Banino, AP Badia, R Köster, MJ Chadwick, V Zambaldi, D Hassabis, ...
arXiv preprint arXiv:2001.10913, 2020
382020
Computations underlying social hierarchy learning: Distinct mechanisms for updating and representing self-relevant information
D Kumaran, A Banino, C Blundell, D Hassabis, P Dayan
Neuron 76, 653-66, 2016
362016
Interpreting wide-band neural activity using convolutional neural networks
M Frey, S Tanni, C Perrodin, A O'Leary, M Nau, J Kelly, A Banino, ...
Elife 10, e66551, 2021
212021
Learning to navigate in complex environments. arXiv 2016
P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ...
arXiv preprint arXiv:1611.03673, 2016
202016
Transformers need glasses! Information over-squashing in language tasks
F Barbero, A Banino, S Kapturowski, D Kumaran, JGM Araújo, A Vitvitskyi, ...
arXiv preprint arXiv:2406.04267, 2024
112024
Performing navigation tasks using grid codes
A Banino, S Kumaran, RT Hadsell, UM Benigno
US Patent 10,605,608, 2020
112020
Environment navigation using reinforcement learning
F Viola, PW Mirowski, A Banino, R Pascanu, HJ Soyer, AJ Ballard, ...
US Patent 10,572,776, 2020
102020
Deepinsight: a general framework for interpreting wide-band neural activity
M Frey, S Tanni, C Perrodin, A O’Leary, M Nau, J Kelly, A Banino, ...
bioRxiv, 871848, 2019
72019
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