|
🐜
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Human-level control through deep reinforcement learning
19 auth.
Volodymyr Mnih,
K. Kavukcuoglu,
David Silver,
Andrei A. Rusu,
J. Veness,
Marc G. Bellemare,
Alex Graves,
Martin A. Riedmiller,
A. Fidjeland,
Georg Ostrovski,
...
Stig Petersen,
Charlie Beattie,
Amir Sadik,
Ioannis Antonoglou,
Helen King,
D. Kumaran,
D. Wierstra,
S. Legg,
D. Hassabis
|
14 |
2015 |
14
🐜
|
|
🐜
|
Highly accurate protein structure prediction with AlphaFold
34 auth.
J. Jumper,
Richard Evans,
A. Pritzel,
Tim Green,
Michael Figurnov,
O. Ronneberger,
Kathryn Tunyasuvunakool,
Russ Bates,
Augustin Žídek,
Anna Potapenko,
Alex Bridgland,
Clemens Meyer,
Simon A A Kohl,
Andy Ballard,
A. Cowie,
...
Bernardino Romera-Paredes,
Stanislav Nikolov,
Rishub Jain,
J. Adler,
T. Back,
Stig Petersen,
D. Reiman,
Ellen Clancy,
Michal Zielinski,
Martin Steinegger,
Michalina Pacholska,
Tamas Berghammer,
S. Bodenstein,
David Silver,
O. Vinyals,
A. Senior,
K. Kavukcuoglu,
Pushmeet Kohli,
D. Hassabis
|
14 |
2021 |
14
🐜
|
|
🐜
|
Mastering the game of Go with deep neural networks and tree search
20 auth.
David Silver,
Aja Huang,
Chris J. Maddison,
A. Guez,
L. Sifre,
George van den Driessche,
Julian Schrittwieser,
Ioannis Antonoglou,
Vedavyas Panneershelvam,
Marc Lanctot,
...
S. Dieleman,
Dominik Grewe,
John Nham,
Nal Kalchbrenner,
I. Sutskever,
T. Lillicrap,
M. Leach,
K. Kavukcuoglu,
T. Graepel,
D. Hassabis
|
14 |
2016 |
14
🐜
|
|
🐜
|
Playing Atari with Deep Reinforcement Learning
7 auth.
Volodymyr Mnih,
K. Kavukcuoglu,
David Silver,
Alex Graves,
Ioannis Antonoglou,
D. Wierstra,
...
Martin A. Riedmiller
|
13 |
2013 |
13
🐜
|
|
🐢
|
Asynchronous Methods for Deep Reinforcement Learning
8 auth.
Volodymyr Mnih,
Adrià Puigdomènech Badia,
Mehdi Mirza,
Alex Graves,
T. Lillicrap,
Tim Harley,
...
David Silver,
K. Kavukcuoglu
|
13 |
2016 |
13
🐢
|
|
🐬
|
Natural Language Processing (Almost) from Scratch
R. Collobert,
J. Weston,
L. Bottou,
Michael Karlen,
K. Kavukcuoglu,
Pavel P. Kuksa
|
12 |
2011 |
12
🐬
|
|
🐢
|
Spatial Transformer Networks
Max Jaderberg,
K. Simonyan,
Andrew Zisserman,
K. Kavukcuoglu
|
12 |
2015 |
12
🐢
|
|
🐢
|
WaveNet: A Generative Model for Raw Audio
9 auth.
Aäron van den Oord,
S. Dieleman,
H. Zen,
K. Simonyan,
O. Vinyals,
Alex Graves,
...
Nal Kalchbrenner,
A. Senior,
K. Kavukcuoglu
|
12 |
2016 |
12
🐢
|
|
🐬
|
Matching Networks for One Shot Learning
O. Vinyals,
C. Blundell,
T. Lillicrap,
K. Kavukcuoglu,
D. Wierstra
|
12 |
2016 |
12
🐬
|
|
🐜
|
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
14 auth.
Jean-Bastien Grill,
Florian Strub,
Florent Altch'e,
Corentin Tallec,
Pierre H. Richemond,
Elena Buchatskaya,
Carl Doersch,
B. '. Pires,
Z. Guo,
M. G. Azar,
...
Bilal Piot,
K. Kavukcuoglu,
R. Munos,
Michal Valko
|
12 |
2020 |
12
🐜
|
|
🐢
|
Neural Discrete Representation Learning
Aäron van den Oord,
O. Vinyals,
K. Kavukcuoglu
|
12 |
2017 |
12
🐢
|
|
🐢
|
Recurrent Models of Visual Attention
Volodymyr Mnih,
N. Heess,
Alex Graves,
K. Kavukcuoglu
|
11 |
2014 |
11
🐢
|
|
🐜
|
Grandmaster level in StarCraft II using multi-agent reinforcement learning
42 auth.
O. Vinyals,
Igor Babuschkin,
Wojciech M. Czarnecki,
Michaël Mathieu,
Andrew Dudzik,
Junyoung Chung,
David Choi,
Richard Powell,
T. Ewalds,
Petko Georgiev,
Junhyuk Oh,
Dan Horgan,
M. Kroiss,
Ivo Danihelka,
Aja Huang,
...
L. Sifre,
Trevor Cai,
J. Agapiou,
Max Jaderberg,
A. Vezhnevets,
Rémi Leblond,
Tobias Pohlen,
Valentin Dalibard,
D. Budden,
Yury Sulsky,
James Molloy,
T. Paine,
Caglar Gulcehre,
Ziyun Wang,
T. Pfaff,
Yuhuai Wu,
Roman Ring,
Dani Yogatama,
Dario Wünsch,
Katrina McKinney,
Oliver Smith,
T. Schaul,
T. Lillicrap,
K. Kavukcuoglu,
D. Hassabis,
C. Apps,
David Silver
|
11 |
2019 |
11
🐜
|
|
🐢
|
Pixel Recurrent Neural Networks
Aäron van den Oord,
Nal Kalchbrenner,
K. Kavukcuoglu
|
11 |
2016 |
11
🐢
|
|
🐜
|
Improved protein structure prediction using potentials from deep learning
19 auth.
A. Senior,
Richard Evans,
J. Jumper,
J. Kirkpatrick,
L. Sifre,
Tim Green,
Chongli Qin,
Augustin Žídek,
A. W. R. Nelson,
Alex Bridgland,
...
Hugo Penedones,
Stig Petersen,
K. Simonyan,
Steve Crossan,
Pushmeet Kohli,
David T. Jones,
David Silver,
K. Kavukcuoglu,
D. Hassabis
|
11 |
2020 |
11
🐜
|
|
🐬
|
Conditional Image Generation with PixelCNN Decoders
Aäron van den Oord,
Nal Kalchbrenner,
L. Espeholt,
K. Kavukcuoglu,
O. Vinyals,
Alex Graves
|
11 |
2016 |
11
🐬
|
|
🐜
|
Progressive Neural Networks
8 auth.
Andrei A. Rusu,
Neil C. Rabinowitz,
Guillaume Desjardins,
Hubert Soyer,
J. Kirkpatrick,
K. Kavukcuoglu,
...
Razvan Pascanu,
R. Hadsell
|
11 |
2016 |
11
🐜
|
