-
1
-
-
85019172761
-
Learning to learn by gradient descent by gradient descent
-
Marcin Andrychowicz, Misha Denil, Sergio Gomez, Matthew W Hoffman, David Pfau, Tom Schaul, and Nando de Freitas. Learning to learn by gradient descent by gradient descent. In Advances in Neural Information Processing Systems (NIPS), 2016.
-
(2016)
Advances in Neural Information Processing Systems (NIPS)
-
-
Andrychowicz, M.1
Denil, M.2
Gomez, S.3
Hoffman, M.W.4
Pfau, D.5
Schaul, T.6
De Freitas, N.7
-
2
-
-
85047008902
-
On the optimization of a synaptic learning rule
-
Univ. of Texas
-
Samy Bengio, Yoshua Bengio, Jocelyn Cloutier, and Jan Gecsei. On the optimization of a synaptic learning rule. In Optimality in Artificial and Biological Neural Networks, pp. 6–8. Univ. of Texas, 1992.
-
(1992)
Optimality in Artificial and Biological Neural Networks
, pp. 6-8
-
-
Bengio, S.1
Bengio, Y.2
Cloutier, J.3
Gecsei, J.4
-
3
-
-
85028473985
-
-
arXiv preprint
-
Yan Duan, John Schulman, Xi Chen, Peter L. Bartlett, Ilya Sutskever, and Pieter Abbeel. Rl$2$: Fast reinforcement learning via slow reinforcement learning. arXiv preprint arXiv:1611.02779, 2016.
-
(2016)
Rl$2$: Fast Reinforcement Learning Via Slow Reinforcement Learning
-
-
Duan, Y.1
Schulman, J.2
Chen, X.3
Bartlett, P.L.4
Sutskever, I.5
Abbeel, P.6
-
10
-
-
84969584486
-
Batch normalization: Accelerating deep network training by reducing internal covariate shift
-
Sergey Ioffe and Christian Szegedy. Batch normalization: Accelerating deep network training by reducing internal covariate shift. International Conference on Machine Learning (ICML), 2015.
-
(2015)
International Conference on Machine Learning (ICML)
-
-
Ioffe, S.1
Szegedy, C.2
-
17
-
-
84875556978
-
Meta-neural networks that learn by learning
-
Devang K Naik and RJ Mammone. Meta-neural networks that learn by learning. In Neural Networks, 1992. IJCNN., International Joint Conference on, volume 1, pp. 437–442. IEEE, 1992.
-
(1992)
Neural Networks, 1992. IJCNN., International Joint Conference on
, vol.1
, pp. 437-442
-
-
Naik, D.K.1
Mammone, R.J.2
-
20
-
-
84998717754
-
Meta-learning with memory-augmented neural networks
-
Adam Santoro, Sergey Bartunov, Matthew Botvinick, Daan Wierstra, and Timothy Lillicrap. Meta-learning with memory-augmented neural networks. In International Conference on Machine Learning (ICML), 2016.
-
(2016)
International Conference on Machine Learning (ICML)
-
-
Santoro, A.1
Bartunov, S.2
Botvinick, M.3
Wierstra, D.4
Lillicrap, T.5
-
21
-
-
0008006333
-
Evolutionary principles in self-referential learning
-
hook.) Diploma thesis, Institut f. Informatik, Tech. Univ. Munich
-
Jurgen Schmidhuber. Evolutionary principles in self-referential learning. On learning how to learn: The meta-meta-... hook.) Diploma thesis, Institut f. Informatik, Tech. Univ. Munich, 1987.
-
(1987)
On Learning How to Learn: The Meta-Meta-
-
-
Schmidhuber, J.1
-
22
-
-
84969963490
-
Trust region policy optimization
-
John Schulman, Sergey Levine, Philipp Moritz, Michael Jordan, and Pieter Abbeel. Trust region policy optimization. International Conference on Machine Learning (ICML), 2015.
-
(2015)
International Conference on Machine Learning (ICML)
-
-
Schulman, J.1
Levine, S.2
Moritz, P.3
Jordan, M.4
Abbeel, P.5
-
23
-
-
85083954383
-
High-dimensional continuous control using generalized advantage estimation
-
John Schulman, Philipp Moritz, Sergey Levine, Michael Jordan, and Pieter Abbeel. High-dimensional continuous control using generalized advantage estimation. International Conference on Learning Representations (ICLR), 2016.
-
(2016)
International Conference on Learning Representations (ICLR)
-
-
Schulman, J.1
Moritz, P.2
Levine, S.3
Jordan, M.4
Abbeel, P.5
-
26
-
-
0003901612
-
Learning to learn: Introduction and overview
-
Springer
-
Sebastian Thrun and Lorien Pratt. Learning to learn: Introduction and overview. In Learning to learn. Springer, 1998.
-
(1998)
Learning to Learn
-
-
Thrun, S.1
Pratt, L.2
-
27
-
-
85011070895
-
WaveNet: A generative model for raw audio
-
abs/1609.03499
-
Aaron van den Oord, Sander Dieleman, Heig Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, and Koray Kavukcuoglu. Wavenet: A generative model for raw audio. CoRR, abs/1609.03499, 2016a.
-
(2016)
CoRR
-
-
Van Den Oord, A.1
Dieleman, S.2
Zen, H.3
Simonyan, K.4
Vinyals, O.5
Graves, A.6
Kalchbrenner, N.7
Senior, A.W.8
Kavukcuoglu, K.9
-
28
-
-
85018873682
-
Conditional image generation with pixelcnn decoders
-
Aaron van den Oord, Nal Kalchbrenner, Lasse Espeholt, Oriol Vinyals, Alex Graves, et al. Conditional image generation with pixelcnn decoders. In Advances in Neural Information Processing Systems (NIPS), 2016b.
-
(2016)
Advances in Neural Information Processing Systems (NIPS)
-
-
Van Den Oord, A.1
Kalchbrenner, N.2
Espeholt, L.3
Vinyals, O.4
Graves, A.5
-
29
-
-
85038368581
-
-
arXiv preprint
-
Ashish Vaswani, Noah Shazeer, Jakob Uszkoreit, Llion Jones, Aidan Gomez N., Lukas Kaiser, and Illia Polosukhin. Attention is all you need. arXiv preprint arXiv:1706.03762, 2017a.
-
(2017)
Attention Is All You Need
-
-
Vaswani, A.1
Shazeer, N.2
Uszkoreit, J.3
Jones, L.4
Aidan Gomez, N.5
Kaiser, L.6
Polosukhin, I.7
-
30
-
-
85038368581
-
-
arXiv preprint
-
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. Attention is all you need. arXiv preprint arXiv:1706.03762, 2017b.
-
(2017)
Attention Is All You Need
-
-
Vaswani, A.1
Shazeer, N.2
Parmar, N.3
Uszkoreit, J.4
Jones, L.5
Gomez, A.N.6
Kaiser, L.7
Polosukhin, I.8
-
32
-
-
85028474927
-
-
arXiv preprint
-
Jane X Wang, Zeb Kurth-Nelson, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Remi Munos, Charles Blundell, Dharshan Kumaran, and Matt Botvinick. Learning to reinforcement learn. arXiv preprint arXiv:1611.05763, 2016.
-
(2016)
Learning to Reinforcement Learn
-
-
Wang, J.X.1
Kurth-Nelson, Z.2
Tirumala, D.3
Soyer, H.4
Leibo, J.Z.5
Munos, R.6
Blundell, C.7
Kumaran, D.8
Botvinick, M.9
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