| 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 | 521 | 2020 |
| Recurrent experience replay in distributed reinforcement learning S Kapturowski, G Ostrovski, J Quan, R Munos, W Dabney International conference on learning representations, 2018 | 462 | 2018 |
| 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 | 273 | 2020 |
| The DeepMind JAX Ecosystem, 2020 I Babuschkin, K Baumli, A Bell, S Bhupatiraju, J Bruce, P Buchlovsky, ... URL http://github. com/deepmind, 2010 | 72 | 2010 |
| Making efficient use of demonstrations to solve hard exploration problems TL Paine, C Gulcehre, B Shahriari, M Denil, M Hoffman, H Soyer, ... arXiv preprint arXiv:1909.01387, 2019 | 69 | 2019 |
| The DeepMind JAX Ecosystem I Babuschkin, K Baumli, A Bell, S Bhupatiraju, J Bruce, P Buchlovsky, ... URL http://github. com/deepmind 24, 25, 2020 | 39 | 2020 |
| Beyond fine-tuning: Transferring behavior in reinforcement learning V Campos, P Sprechmann, S Hansen, A Barreto, S Kapturowski, ... arXiv preprint arXiv:2102.13515, 2021 | 16 | 2021 |
| Revisiting Peng’s Q() for Modern Reinforcement Learning T Kozuno, Y Tang, M Rowland, R Munos, S Kapturowski, W Dabney, ... International Conference on Machine Learning, 5794-5804, 2021 | 15 | 2021 |
| Temporal difference uncertainties as a signal for exploration S Flennerhag, JX Wang, P Sprechmann, F Visin, A Galashov, ... arXiv preprint arXiv:2010.02255, 2020 | 13 | 2020 |
| Value-driven hindsight modelling A Guez, F Viola, T Weber, L Buesing, S Kapturowski, D Precup, D Silver, ... Advances in Neural Information Processing Systems 33, 12499-12509, 2020 | 13 | 2020 |
| Human-level Atari 200x faster S Kapturowski, V Campos, R Jiang, N Rakićević, H van Hasselt, ... arXiv preprint arXiv:2209.07550, 2022 | 12 | 2022 |
| Coverage as a principle for discovering transferable behavior in reinforcement learning V Campos, P Sprechmann, SS Hansen, A Barreto, C Blundell, A Vitvitskyi, ... | 9 | 2020 |
| RLax: Reinforcement Learning in JAX, 2020 D Budden, M Hessel, J Quan, S Kapturowski, K Baumli, S Bhupatiraju, ... URL http://github. com/deepmind/rlax, 0 | 7 | |
| Never give up: Learning directed exploration strategies A Puigdomènech Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, ... arXiv e-prints, arXiv: 2002.06038, 2020 | 6 | 2020 |
| Agent57: Outperforming the Atari Human Benchmark. arXiv e-prints, page AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, D Guo, ... arXiv preprint arXiv:2003.13350, 2020 | 5 | 2020 |
| 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 | 2 | 2023 |
| Unlocking the Power of Representations in Long-term Novelty-based Exploration A Saade, S Kapturowski, D Calandriello, C Blundell, P Sprechmann, ... arXiv preprint arXiv:2305.01521, 2023 | 1 | 2023 |
| 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 | | 2023 |
| Robust Exploration via Clustering-based Online Density Estimation A Saade, S Kapturowski, D Calandriello, C Blundell, M Valko, ... | | 2022 |
