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Introducing Symmetries to Black Box Meta Reinforcement Learning



Louis Kirsch , Sebastian Flennerhag , Hado van Hasselt , Abram Friesen , Junhyuk Oh , Yutian Chen


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Meta Learning Backpropagation And Improving It



Louis Kirsch , Jürgen Schmidhuber


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Improving Generalization in Meta Reinforcement Learning using Learned Objectives



Louis Kirsch , Sjoerd van Steenkiste , Jürgen Schmidhuber


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Gaussian Mean Field Regularizes by Limiting Learned Information



Julius Kunze , Louis Kirsch , Hippolyt Ritter , David Barber


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Modular Networks: Learning to Decompose Neural Computation



Louis Kirsch , Julius Kunze , David Barber

* NIPS 2018 

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Transfer Learning for Speech Recognition on a Budget



Julius Kunze , Louis Kirsch , Ilia Kurenkov , Andreas Krug , Jens Johannsmeier , Sebastian Stober

* Accepted for 2nd ACL Workshop on Representation Learning for NLP 

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