| Grandmaster level in StarCraft II using multi-agent reinforcement learning O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ... Nature 575 (7782), 350-354, 2019 | 590 | 2019 |
| Distributed Prioritized Experience Replay D Horgan, J Quan, D Budden, G Barth-Maron, M Hessel, H van Hasselt, ... International Conference on Learning Representations (ICLR), 2018 | 278 | 2018 |
| AlphaStar: Mastering the Real-Time Strategy Game StarCraft II O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, W Czarnecki, ... https://deepmind.com/blog/alphastar-mastering-real-time-strategy-game …, 2019 | 276 | 2019 |
| DeepMind Control Suite Y Tassa, Y Doron, A Muldal, T Erez, Y Li, DL Casas, D Budden, ... arXiv preprint arXiv:1801.00690, 2018 | 238* | 2018 |
| Distributed Distributional Deterministic Policy Gradients G Barth-Maron, MW Hoffman, D Budden, W Dabney, D Horgan, A Muldal, ... International Conference on Learning Representations (ICLR), 2018 | 206 | 2018 |
| Playing hard exploration games by watching YouTube Y Aytar, T Pfaff, D Budden, TL Paine, Z Wang, N de Freitas Advances in Neural Information Processing Systems (NeurIPS), 2018 | 138 | 2018 |
| Generative compression S Santurkar, D Budden, N Shavit arXiv preprint arXiv:1703.01467, 2017 | 117 | 2017 |
| Observe and Look Further: Achieving Consistent Performance on Atari T Pohlen, B Piot, T Hester, MG Azar, D Horgan, D Budden, G Barth-Maron, ... arXiv preprint arXiv:1805.11593, 2018 | 66 | 2018 |
| Sample Efficient Adaptive Text-to-Speech Y Chen, Y Assael, B Shillingford, D Budden, S Reed, H Zen, Q Wang, ... International Conference on Learning Representations (ICLR), 2019 | 54* | 2019 |
| A Global Social Media Survey of Attitudes to Human Genome Editing T McCaughey, PG Sanfilippo, GEC Gooden, DM Budden, L Fan, ... Cell Stem Cell 18 (5), 569-572, 2016 | 48 | 2016 |
| Predicting expression: the complementary power of histone modification and transcription factor binding data DM Budden, DG Hurley, J Cursons, JF Markham, MJ Davis, EJ Crampin Epigenetics & chromatin 7 (1), 36, 2014 | 37 | 2014 |
| Predictive modelling of gene expression from transcriptional regulatory elements DM Budden, DG Hurley, EJ Crampin Briefings in Bioinformatics 16 (4), 616-628, 2014 | 34 | 2014 |
| A Novel Approach to Ball Detection for Humanoid Robot Soccer D Budden, S Fenn, J Walker, A Mendes AI 2012: Advances in Artificial Intelligence, 827-838, 2012 | 34 | 2012 |
| Virtual Reference Environments: a simple way to make research reproducible DG Hurley, DM Budden, EJ Crampin Briefings in Bioinformatics 16 (5), 901-903, 2014 | 33 | 2014 |
| Deep Tensor Convolution on Multicores D Budden, A Matveev, S Santurkar, SR Chaudhuri, N Shavit International Conference on Machine Learning (ICML), 2016 | 26 | 2016 |
| A Multi-Pass Approach to Large-Scale Connectomics Y Meirovitch, A Matveev, H Saribekyan, D Budden, D Rolnick, G Odor, ... arXiv preprint arXiv:1612.02120, 2016 | 25 | 2016 |
| Language individuation and marker words: Shakespeare and his Maxwell's demon J Marsden, D Budden, H Craig, P Moscato PloS one 8 (6), e66813, 2013 | 25 | 2013 |
| A Multicore Path to Connectomics-On-Demand A Matveev, Y Meirovitch, H Saribekyan, W Jakubiuk, T Kaler, G Odor, ... Symposium on Principles and Practice of Parallel Programming (PPoPP), 2017 | 22* | 2017 |
| TF-Replicator: Distributed Machine Learning for Researchers P Buchlovsky, D Budden, D Grewe, C Jones, J Aslanides, F Besse, ... arXiv preprint arXiv:1902.00465, 2019 | 21 | 2019 |
| Evaluation of colour models for computer vision using cluster validation techniques D Budden, S Fenn, A Mendes, S Chalup RoboCup 2012: Robot Soccer World Cup XVI, 261-272, 2012 | 21 | 2012 |
Gabriel Barth-MaronDeepMindVerified email at google.com
