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Continual Unsupervised Representation Learning



Dushyant Rao , Francesco Visin , Andrei A. Rusu , Yee Whye Teh , Razvan Pascanu , Raia Hadsell

* NeurIPS 2019 

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Meta-Learning with Warped Gradient Descent



Sebastian Flennerhag , Andrei A. Rusu , Razvan Pascanu , Hujun Yin , Raia Hadsell

* 27 pages, 11 figures, 4 tables 

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Task Agnostic Continual Learning via Meta Learning



Xu He , Jakub Sygnowski , Alexandre Galashov , Andrei A. Rusu , Yee Whye Teh , Razvan Pascanu


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Meta-Learning with Latent Embedding Optimization



Andrei A. Rusu , Dushyant Rao , Jakub Sygnowski , Oriol Vinyals , Razvan Pascanu , Simon Osindero , Raia Hadsell


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Meta-Learning by the Baldwin Effect



Chrisantha Thomas Fernando , Jakub Sygnowski , Simon Osindero , Jane Wang , Tom Schaul , Denis Teplyashin , Pablo Sprechmann , Alexander Pritzel , Andrei A. Rusu


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DARLA: Improving Zero-Shot Transfer in Reinforcement Learning



Irina Higgins , Arka Pal , Andrei A. Rusu , Loic Matthey , Christopher P Burgess , Alexander Pritzel , Matthew Botvinick , Charles Blundell , Alexander Lerchner

* ICML 2017 

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Sim-to-Real Robot Learning from Pixels with Progressive Nets



Andrei A. Rusu , Mel Vecerik , Thomas Rothörl , Nicolas Heess , Razvan Pascanu , Raia Hadsell


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PathNet: Evolution Channels Gradient Descent in Super Neural Networks



Chrisantha Fernando , Dylan Banarse , Charles Blundell , Yori Zwols , David Ha , Andrei A. Rusu , Alexander Pritzel , Daan Wierstra


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Overcoming catastrophic forgetting in neural networks



James Kirkpatrick , Razvan Pascanu , Neil Rabinowitz , Joel Veness , Guillaume Desjardins , Andrei A. Rusu , Kieran Milan , John Quan , Tiago Ramalho , Agnieszka Grabska-Barwinska , Demis Hassabis , Claudia Clopath , Dharshan Kumaran , Raia Hadsell


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Progressive Neural Networks



Andrei A. Rusu , Neil C. Rabinowitz , Guillaume Desjardins , Hubert Soyer , James Kirkpatrick , Koray Kavukcuoglu , Razvan Pascanu , Raia Hadsell


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