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Theophane Weber
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Research Interests
I am interested in machine learning and artificial intelligence, deep learning, reinforcement learning and model-based RL, probabilistic modeling (and probabilistic programming), and variational methods for inference, among other topics.
I am interested in machine learning and artificial intelligence, deep learning, reinforcement learning and model-based RL, probabilistic modeling (and probabilistic programming), and variational methods for inference, among other topics.
Papers67 papers
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Rezende Danilo J.,Danihelka Ivo, Papamakarios George, Ke Nan Rosemary, Jiang Ray,Weber Theophane,Gregor Karol, Merzic Hamza,Viola Fabio, Wang Jane, Mitrovic Jovana, Besse Frederic
Thomas Mesnard,Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade,Anna Harutyunyan,Will Dabney, Tom Stepleton,Nicolas Heess,Arthur Guez, Marcus Hutter,Lars Buesing
Jessica B. Hamrick,Abram L. Friesen, Feryal Behbahani,Arthur Guez,Fabio Viola, Sims Witherspoon, Thomas Anthony,Lars Buesing, Petar Veličković,Théophane Weber
Parascandolo Giambattista,Buesing Lars,Merel Josh, Hasenclever Leonard, Aslanides John,Hamrick Jessica B.,Heess Nicolas, Neitz Alexander,Weber Theophane
Mehdi Mirza, Andrew Jaegle,Jonathan J. Hunt,Arthur Guez, Saran Tunyasuvunakool, Alistair Muldal,Théophane Weber, Peter Karkus,Sébastien Racanière,Lars Buesing, Timothy Lillicrap,Nicolas Heess
Jessica B. Hamrick, Victor Bapst,Alvaro Sanchez-Gonzalez, Tobias Pfaff,Theophane Weber,Lars Buesing,Peter W. Battaglia
ICLR, (2020)
international conference on artificial intelligence and statistics, (2019)
AISTATS, pp.624-634, (2019)
Mellor John F. J., Park Eunbyung,Ganin Yaroslav, Babuschkin Igor,Kulkarni Tejas, Rosenbaum Dan, Ballard Andy,Weber Theophane,Vinyals Oriol,Eslami S. M. Ali
Arthur Guez,Mehdi Mirza,Karol Gregor, Rishabh Kabra, Sébastien Racanière,Théophane Weber, David Raposo,Adam Santoro,Laurent Orseau, Tom Eccles,Greg Wayne,David Silver
International Conference on Machine Learning, (2019): 2464-2473
Lars Buesing,Theophane Weber, Yori Zwols,Nicolas Heess, Sebastien Racaniere,Arthur Guez, Jean-Baptiste Lespiau
ICLR, (2019)
EIBibtex
ICLR, (2019)
Cited by48EIBibtex
Pol Moreno, Jan Humplik, George Papamakarios, Bernardo Avila Pires,Lars Buesing,Nicolas Heess,Théophane Weber
NeurIPS 2018 workshop on Reinforcement Learning under Partial Observability, (2018)
S M Ali Eslami,Danilo Jimenez Rezende, Frederic Besse,Fabio Viola,Ari S Morcos, Marta Garnelo,Avraham Ruderman,Andrei A Rusu,Ivo Danihelka, Karol Gregor,David P Reichert,Lars Buesing
Science (New York, N.Y.), no. 6394 (2018): 1204-1210
Lars Buesing,Theophane Weber, Yori Zwols, Sébastien Racanière,Arthur Guez,Jean-Baptiste Lespiau,Nicolas Heess
arXiv: Learning, (2018)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 3201-3211
Lars Buesing,Theophane Weber, Sebastien Racaniere, SM Ali Eslami, Danilo Rezende, David Reichert,Fabio Viola, Frederic Besse, Karol Gregor, Demis Hassabis, Daan Wierstra
(2018)
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