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
1054 2016 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
792 2018 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
159 2018 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
152 2016 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
108 2022 Pondernet: Learning to ponder A Banino, J Balaguer, C Blundell
arXiv preprint arXiv:2107.05407, 2021
100 2021 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
70 2022 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
56 2021 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
55 2022 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
53 2016 Coberl: Contrastive bert for reinforcement learning A Banino, AP Badia, J Walker, T Scholtes, J Mitrovic, C Blundell
arXiv preprint arXiv:2107.05431, 2021
45 2021 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
44 2020 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
41 2020 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
36 2016 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
22 2021 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
21 2016 Transformers need glasses! information over-squashing in language tasks F Barbero, A Banino, S Kapturowski, D Kumaran, J Madeira Araújo, ...
Advances in Neural Information Processing Systems 37, 98111-98142, 2024
16 2024 Performing navigation tasks using grid codes A Banino, S Kumaran, RT Hadsell, UM Benigno
US Patent 10,605,608, 2020
12 2020 Synth S Sharifzadeh, C Kaplanis, S Pathak, D Kumaran, A Ilic, J Mitrovic, ...
arXiv preprint arXiv:2403.07750, 2024
11 2024 Environment navigation using reinforcement learning F Viola, PW Mirowski, A Banino, R Pascanu, HJ Soyer, AJ Ballard, ...
US Patent 10,572,776, 2020
10 2020 