Meta-Learning Deep Energy-Based Memory Models

Oct 07, 2019
Sergey Bartunov, Jack W Rae, Simon Osindero, Timothy P Lillicrap


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Meta-Learning Neural Bloom Filters

Jun 10, 2019
Jack W Rae, Sergey Bartunov, Timothy P Lillicrap

* International Conference on Machine Learning 2019 

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Entropic Policy Composition with Generalized Policy Improvement and Divergence Correction

Dec 05, 2018
Jonathan J Hunt, Andre Barreto, Timothy P Lillicrap, Nicolas Heess


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Fast Parametric Learning with Activation Memorization

Mar 27, 2018
Jack W Rae, Chris Dyer, Peter Dayan, Timothy P Lillicrap


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Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

Oct 27, 2016
Jack W Rae, Jonathan J Hunt, Tim Harley, Ivo Danihelka, Andrew Senior, Greg Wayne, Alex Graves, Timothy P Lillicrap

* in 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain 

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Memory-based control with recurrent neural networks

Dec 14, 2015
Nicolas Heess, Jonathan J Hunt, Timothy P Lillicrap, David Silver

* NIPS Deep Reinforcement Learning Workshop 2015 

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