Laurent Sifre
TitleCited byYear
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, 2016
66362016
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
28092017
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
5362017
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
3872018
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
3462017
Rotation, scaling and deformation invariant scattering for texture discrimination
L Sifre, S Mallat
Computer Vision and Pattern Recognition (CVPR) 2013, 1233-1240, 2013
2892013
Rigid-motion scattering for image classification
L Sifre
École Polytechnique, PhD thesis, 2014
1322014
AlphaStar: Mastering the real-time strategy game StarCraft II
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ...
DeepMind Blog, 2019
1132019
Combined scattering for rotation invariant texture analysis
L Sifre, S Mallat
European Symposium on Artificial Neural Networks (ESANN) 2012, 2012
582012
Rigid-motion scattering for texture classification
L Sifre, S Mallat
arXiv preprint arXiv:1403.1687, 2014
522014
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
482018
Generic Deep Networks with Wavelet Scattering
E Oyallon, S Mallat, L Sifre
International Conference on Learning Representations (ICLR) 2014 Workshop track, 2014
262014
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
252019
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
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
82019
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
J Schrittwieser, I Antonoglou, T Hubert, K Simonyan, L Sifre, S Schmitt, ...
arXiv preprint arXiv:1911.08265, 2019
22019
SELECTING ACTIONS TO BE PERFORMED BY A REINFORCEMENT LEARNING AGENT USING TREE SEARCH
TKH Graepel, S Huang, D Silver, AC Guez, L Sifre, I Sutskever, ...
US Patent App. 15/280,784, 2018
22018
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
12018
Improved protein structure prediction using potentials from deep learning
A Senior, R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, ...
Nature, 2020
2020
Environment navigation using reinforcement learning
F Viola, PW Mirowski, A Banino, R Pascanu, HJ Soyer, AJ Ballard, ...
US Patent App. 16/403,343, 2019
2019
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Articles 1–20