| Agent57: Outperforming the atari human benchmark AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, ZD Guo, ... International conference on machine learning, 507-517, 2020 | 860 | 2020 |
| Never give up: Learning directed exploration strategies AP Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, S Kapturowski, ... arXiv preprint arXiv:2002.06038, 2020 | 486 | 2020 |
| A generalist neural algorithmic learner B Ibarz, V Kurin, G Papamakarios, K Nikiforou, M Bennani, R Csordás, ... Learning on graphs conference, 2: 1-2: 23, 2022 | 103 | 2022 |
| Round and round we go! what makes rotary positional encodings useful? F Barbero, A Vitvitskyi, C Perivolaropoulos, R Pascanu, P Veličković arXiv preprint arXiv:2410.06205, 2024 | 58 | 2024 |
| 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 | 51 | 2024 |
| Beyond fine-tuning: Transferring behavior in reinforcement learning V Campos, P Sprechmann, S Hansen, A Barreto, S Kapturowski, ... arXiv preprint arXiv:2102.13515, 2021 | 38 | 2021 |
| Transformers meet neural algorithmic reasoners W Bounsi, B Ibarz, A Dudzik, JB Hamrick, L Markeeva, A Vitvitskyi, ... arXiv preprint arXiv:2406.09308, 2024 | 24 | 2024 |
| Avi Schwarzschild, and Petar Velickovic. The clrs-text algorithmic reasoning language benchmark L Markeeva, S McLeish, B Ibarz, W Bounsi, O Kozlova, A Vitvitskyi, ... arXiv preprint arXiv:2406.04229 1 (2), 2024 | 16 | 2024 |
| Coverage as a principle for discovering transferable behavior in reinforcement learning V Campos, P Sprechmann, SS Hansen, A Barreto, C Blundell, A Vitvitskyi, ... | 11 | 2021 |
| The clrs-text algorithmic reasoning language benchmark L Markeeva, S McLeish, B Ibarz, W Bounsi, O Kozlova, A Vitvitskyi, ... arXiv preprint arXiv:2406.04229, 2024 | 7 | 2024 |
| What makes a good feedforward computational graph? A Vitvitskyi, JGM Araújo, M Lackenby, P Veličković arXiv preprint arXiv:2502.06751, 2025 | 3 | 2025 |
| Amplifying human performance in combinatorial competitive programming P Veličković, A Vitvitskyi, L Markeeva, B Ibarz, L Buesing, M Balog, ... arXiv preprint arXiv:2411.19744, 2024 | 2 | 2024 |
| Reinforcement learning with adaptive return computation schemes AP Badia, B Piot, P Sprechmann, SJ Kapturowski, A Vitvitskyi, Z Guo, ... US Patent App. 17/797,878, 2023 | 1 | 2023 |
| Jointly learning exploratory and non-exploratory action selection policies AP Badia, P Sprechmann, A Vitvitskyi, Z Guo, B Piot, SJ Kapturowski, ... US Patent App. 18/334,112, 2024 | | 2024 |
| Jointly learning exploratory and non-exploratory action selection policies AP Badia, P Sprechmann, A Vitvitskyi, Z Guo, B Piot, SJ Kapturowski, ... US Patent 11,714,990, 2023 | | 2023 |
