Vector-based navigation using grid-like representations in artificial agents
Banino, Andrea, Barry, Caswell, Uria, Benigno, Blundell, Charles, Lillicrap, Timothy, Mirowski, Piotr, Pritzel, Alexander, Chadwick, Martin J., Degris, Thomas, Modayil, Joseph, Wayne, Greg, Soyer, Hubert, Viola, Fabio, Zhang, Brian, Goroshin, Ross, Rabinowitz, Neil, Pascanu, Razvan, Beattie, Charlie, Petersen, Stig, Sadik, Amir, Gaffney, Stephen, King, Helen, Kavukcuoglu, Koray, Hassabis, Demis, Hadsell, Raia, Kumaran, Dharshan
Published in Nature (London) (01.05.2018)
Published in Nature (London) (01.05.2018)
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Journal Article
Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE
Uria, Benigno, Murray, Iain, Renals, Steve, Valentini-Botinhao, Cassia, Bridle, John
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Comparison of Maximum Likelihood and GAN-based training of Real NVPs
Danihelka, Ivo, Lakshminarayanan, Balaji, Uria, Benigno, Wierstra, Daan, Dayan, Peter
Year of Publication 15.05.2017
Year of Publication 15.05.2017
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Journal Article
Associative Long Short-Term Memory
Danihelka, Ivo, Wayne, Greg, Uria, Benigno, Kalchbrenner, Nal, Graves, Alex
Year of Publication 09.02.2016
Year of Publication 09.02.2016
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Journal Article
Neural Episodic Control
Pritzel, Alexander, Uria, Benigno, Srinivasan, Sriram, Puigdomènech, Adrià, Vinyals, Oriol, Hassabis, Demis, Wierstra, Daan, Blundell, Charles
Year of Publication 06.03.2017
Year of Publication 06.03.2017
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Journal Article
Early Visual Concept Learning with Unsupervised Deep Learning
Higgins, Irina, Matthey, Loic, Glorot, Xavier, Pal, Arka, Uria, Benigno, Blundell, Charles, Mohamed, Shakir, Lerchner, Alexander
Year of Publication 17.06.2016
Year of Publication 17.06.2016
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Journal Article
Neural Autoregressive Distribution Estimation
Uria, Benigno, Côté, Marc-Alexandre, Gregor, Karol, Murray, Iain, Larochelle, Hugo
Year of Publication 07.05.2016
Year of Publication 07.05.2016
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Journal Article
Memory-based Parameter Adaptation
Sprechmann, Pablo, Jayakumar, Siddhant M, Rae, Jack W, Pritzel, Alexander, Badia, Adrià Puigdomènech, Uria, Benigno, Vinyals, Oriol, Hassabis, Demis, Pascanu, Razvan, Blundell, Charles
Year of Publication 28.02.2018
Year of Publication 28.02.2018
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Journal Article
Model-Free Episodic Control
Blundell, Charles, Uria, Benigno, Pritzel, Alexander, Li, Yazhe, Ruderman, Avraham, Leibo, Joel Z, Rae, Jack, Wierstra, Daan, Hassabis, Demis
Year of Publication 14.06.2016
Year of Publication 14.06.2016
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Journal Article
Comparison of Maximum Likelihood and GAN-based training of Real NVPs
Danihelka, Ivo, Lakshminarayanan, Balaji, Uria, Benigno, Wierstra, Daan, Dayan, Peter
Published in arXiv.org (15.05.2017)
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Published in arXiv.org (15.05.2017)
Paper
Associative Long Short-Term Memory
Danihelka, Ivo, Wayne, Greg, Uria, Benigno, Nal Kalchbrenner, Graves, Alex
Published in arXiv.org (19.05.2016)
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Published in arXiv.org (19.05.2016)
Paper
Neural Episodic Control
Pritzel, Alexander, Uria, Benigno, Srinivasan, Sriram, Puigdomènech, Adrià, Vinyals, Oriol, Hassabis, Demis, Wierstra, Daan, Blundell, Charles
Published in arXiv.org (06.03.2017)
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Published in arXiv.org (06.03.2017)
Paper