A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
Silver, David, Hubert, Thomas, Schrittwieser, Julian, Antonoglou, Ioannis, Lai, Matthew, Guez, Arthur, Lanctot, Marc, Sifre, Laurent, Kumaran, Dharshan, Graepel, Thore, Lillicrap, Timothy, Simonyan, Karen, Hassabis, Demis
Published in Science (American Association for the Advancement of Science) (07.12.2018)
Published in Science (American Association for the Advancement of Science) (07.12.2018)
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Journal Article
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination
Sifre, Laurent, Mallat, Stephane
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
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Conference Proceeding
Mastering the game of Go without human knowledge
Silver, David, Schrittwieser, Julian, Simonyan, Karen, Antonoglou, Ioannis, Huang, Aja, Guez, Arthur, Hubert, Thomas, Baker, Lucas, Lai, Matthew, Bolton, Adrian, Chen, Yutian, Lillicrap, Timothy, Hui, Fan, Sifre, Laurent, van den Driessche, George, Graepel, Thore, Hassabis, Demis
Published in Nature (London) (19.10.2017)
Published in Nature (London) (19.10.2017)
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Journal Article
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)
Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis
Published in Proteins, structure, function, and bioinformatics (01.12.2019)
Published in Proteins, structure, function, and bioinformatics (01.12.2019)
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Journal Article
Mastering Atari, Go, chess and shogi by planning with a learned model
Schrittwieser, Julian, Antonoglou, Ioannis, Hubert, Thomas, Simonyan, Karen, Sifre, Laurent, Schmitt, Simon, Guez, Arthur, Lockhart, Edward, Hassabis, Demis, Graepel, Thore, Lillicrap, Timothy, Silver, David
Published in Nature (London) (24.12.2020)
Published in Nature (London) (24.12.2020)
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Journal Article
Improved protein structure prediction using potentials from deep learning
Senior, Andrew W, Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W R, Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T, Silver, David, Kavukcuoglu, Koray, Hassabis, Demis
Published in Nature (London) (30.01.2020)
Published in Nature (London) (30.01.2020)
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Journal Article
Mastering the game of Go with deep neural networks and tree search
Silver, David, Huang, Aja, Maddison, Chris J, Guez, Arthur, Sifre, Laurent, van den Driessche, George, Schrittwieser, Julian, Antonoglou, Ioannis, Panneershelvam, Veda, Lanctot, Marc, Dieleman, Sander, Grewe, Dominik, Nham, John, Kalchbrenner, Nal, Sutskever, Ilya, Lillicrap, Timothy, Leach, Madeleine, Kavukcuoglu, Koray, Graepel, Thore, Hassabis, Demis
Published in Nature (London) (28.01.2016)
Published in Nature (London) (28.01.2016)
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Journal Article
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M, Mathieu, Michaël, Dudzik, Andrew, Chung, Junyoung, Choi, David H, Powell, Richard, Ewalds, Timo, Georgiev, Petko, Oh, Junhyuk, Horgan, Dan, Kroiss, Manuel, Danihelka, Ivo, Huang, Aja, Sifre, Laurent, Cai, Trevor, Agapiou, John P, Jaderberg, Max, Vezhnevets, Alexander S, Leblond, Rémi, Pohlen, Tobias, Dalibard, Valentin, Budden, David, Sulsky, Yury, Molloy, James, Paine, Tom L, Gulcehre, Caglar, Wang, Ziyu, Pfaff, Tobias, Wu, Yuhuai, Ring, Roman, Yogatama, Dani, Wünsch, Dario, McKinney, Katrina, Smith, Oliver, Schaul, Tom, Lillicrap, Timothy, Kavukcuoglu, Koray, Hassabis, Demis, Apps, Chris, Silver, David
Published in Nature (London) (01.11.2019)
Published in Nature (London) (01.11.2019)
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Journal Article
Mastering the game of Stratego with model-free multiagent reinforcement learning
Perolat, Julien, De Vylder, Bart, Hennes, Daniel, Tarassov, Eugene, Strub, Florian, de Boer, Vincent, Muller, Paul, Connor, Jerome T., Burch, Neil, Anthony, Thomas, McAleer, Stephen, Elie, Romuald, Cen, Sarah H., Wang, Zhe, Gruslys, Audrunas, Malysheva, Aleksandra, Khan, Mina, Ozair, Sherjil, Timbers, Finbarr, Pohlen, Toby, Eccles, Tom, Rowland, Mark, Lanctot, Marc, Lespiau, Jean-Baptiste, Piot, Bilal, Omidshafiei, Shayegan, Lockhart, Edward, Sifre, Laurent, Beauguerlange, Nathalie, Munos, Remi, Silver, David, Singh, Satinder, Hassabis, Demis, Tuyls, Karl
Published in Science (American Association for the Advancement of Science) (02.12.2022)
Published in Science (American Association for the Advancement of Science) (02.12.2022)
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Journal Article
강화 학습을 이용한 환경 네비게이션
VIOLA FABIO, BANINO ANDREA, DENIL MISHA MAN RAY, SOYER HUBERT JOSEF, GOROSHIN ROSTISLAV, KAVUKCUOGLU KORAY, MIROWSKI PIOTR WOJCIECH, KUMARAN SUDARSHAN, HADSELL RAIA THAIS, BALLARD ANDREW JAMES, SIFRE LAURENT, PASCANU RAZVAN
Year of Publication 02.07.2019
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Year of Publication 02.07.2019
Patent
Accelerating Large Language Model Decoding with Speculative Sampling
Chen, Charlie, Borgeaud, Sebastian, Irving, Geoffrey, Lespiau, Jean-Baptiste, Sifre, Laurent, Jumper, John
Year of Publication 02.02.2023
Year of Publication 02.02.2023
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Journal Article
Large-Scale Retrieval for Reinforcement Learning
Humphreys, Peter C, Guez, Arthur, Tieleman, Olivier, Sifre, Laurent, Weber, Théophane, Lillicrap, Timothy
Year of Publication 10.06.2022
Year of Publication 10.06.2022
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Journal Article
LARGE SCALE RETRIEVAL FOR SEQUENCE GENERATION
MENSCH, Arthur, SIFRE, Laurent, HOFFMANN, Jordan, BORGEAUD DIT AVOCAT, Sebastian
Year of Publication 26.06.2024
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Year of Publication 26.06.2024
Patent
LARGE SCALE RETRIEVAL FOR SEQUENCE GENERATION
MENSCH, Arthur, SIFRE, Laurent, HOFFMANN, Jordan, BORGEAUD DIT AVOCAT, Sebastian
Year of Publication 15.06.2023
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Year of Publication 15.06.2023
Patent
LARGE SCALE RETRIEVAL FOR SEQUENCE GENERATION
Sifre, Laurent, Borgeaud Dit Avocat, Sebastian, Hoffmann, Jordan, Mensch, Arthur
Year of Publication 08.06.2023
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Year of Publication 08.06.2023
Patent
Self-conditioned Embedding Diffusion for Text Generation
Strudel, Robin, Tallec, Corentin, Altché, Florent, Du, Yilun, Ganin, Yaroslav, Mensch, Arthur, Grathwohl, Will, Savinov, Nikolay, Dieleman, Sander, Sifre, Laurent, Leblond, Rémi
Year of Publication 08.11.2022
Year of Publication 08.11.2022
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Journal Article
Muesli: Combining Improvements in Policy Optimization
Hessel, Matteo, Danihelka, Ivo, Viola, Fabio, Guez, Arthur, Schmitt, Simon, Sifre, Laurent, Weber, Theophane, Silver, David, van Hasselt, Hado
Year of Publication 13.04.2021
Year of Publication 13.04.2021
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Journal Article