| Mastering the game of Go with deep neural networks and tree search D Silver, A Huang, CJ Maddison, A Guez, L Sifre, G Van Den Driessche, ... nature 529 (7587), 484-489, 2016 | 9763 | 2016 |
| Mastering the game of go without human knowledge D Silver, J Schrittwieser, K Simonyan, I Antonoglou, A Huang, A Guez, ... nature 550 (7676), 354-359, 2017 | 5039 | 2017 |
| A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play D Silver, T Hubert, J Schrittwieser, I Antonoglou, M Lai, A Guez, M Lanctot, ... Science 362 (6419), 1140-1144, 2018 | 1205 | 2018 |
| Mastering chess and shogi by self-play with a general reinforcement learning algorithm D Silver, T Hubert, J Schrittwieser, I Antonoglou, M Lai, A Guez, M Lanctot, ... arXiv preprint arXiv:1712.01815, 2017 | 926 | 2017 |
| 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 | 660 | 2019 |
| Learning to navigate in complex environments P Mirowski, R Pascanu, F Viola, H Soyer, A Ballard, A Banino, M Denil, ... International Conference on Learning Representations (ICLR) 2017, 2017 | 541 | 2017 |
| Improved protein structure prediction using potentials from deep learning AW Senior, R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, ... Nature 577 (7792), 706-710, 2020 | 400 | 2020 |
| Rigid-motion scattering for texture classification L Sifre, S Mallat arXiv preprint arXiv:1403.1687, 2014 | 364 | 2014 |
| Rigid-motion scattering for image classification L Sifre École Polytechnique, PhD thesis, 2014 | 364* | 2014 |
| Rotation, scaling and deformation invariant scattering for texture discrimination L Sifre, S Mallat Computer Vision and Pattern Recognition (CVPR) 2013, 1233-1240, 2013 | 357 | 2013 |
| Alphastar: Mastering the real-time strategy game starcraft ii O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ... DeepMind blog 2, 2019 | 278 | 2019 |
| Mastering atari, go, chess and shogi by planning with a learned model J Schrittwieser, I Antonoglou, T Hubert, K Simonyan, L Sifre, S Schmitt, ... Nature 588 (7839), 604-609, 2020 | 195 | 2020 |
| Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13) AW Senior, R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, ... Proteins: Structure, Function, and Bioinformatics 87 (12), 1141-1148, 2019 | 93 | 2019 |
| De novo structure prediction with deeplearning based scoring R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, A Zidek, ... Annu Rev Biochem 77 (363-382), 6, 2018 | 87 | 2018 |
| Combined scattering for rotation invariant texture analysis L Sifre, S Mallat European Symposium on Artificial Neural Networks (ESANN) 2012, 2012 | 62 | 2012 |
| Generic Deep Networks with Wavelet Scattering E Oyallon, S Mallat, L Sifre International Conference on Learning Representations (ICLR) 2014 Workshop track, 2014 | 35 | 2014 |
| Scatnet J Andén, L Sifre, S Mallat, M Kapoko, V Lostanlen, E Oyallon Computer Software. Available: http://www. di. ens. fr/data/software/scatnet …, 2014 | 21* | 2014 |
| Training a policy neural network and a value neural network TKH Graepel, S Huang, D Silver, AC Guez, L Sifre, I Sutskever, ... US Patent App. 15/280,711, 2018 | 13 | 2018 |
| loannis Antonoglou, Veda Panneershelvam, Marc Lanctot, et al D Silver, A Huang, CJ Maddison, A Guez, L Sifre, G Van Den Driessche, ... Mastering the game of go with deep neural networks and tree search. nature …, 2016 | 6 | 2016 |
| Selecting actions to be performed by a reinforcement learning agent using tree search TKH Graepel, SC Huang, D Silver, AC Guez, L Sifre, I Sutskever, ... US Patent 10,867,242, 2020 | 5 | 2020 |
David SilverGoogle DeepMindVerified email at google.com
