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Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning

Feb 24, 2021
Víctor Campos, Pablo Sprechmann, Steven Hansen, Andre Barreto, Steven Kapturowski, Alex Vitvitskyi, Adrià Puigdomènech Badia, Charles Blundell

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Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills

Feb 14, 2020
Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giro-i-Nieto, Jordi Torres

* 17 pages, 11 figures 

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Importance Weighted Evolution Strategies

Nov 12, 2018
Víctor Campos, Xavier Giro-i-Nieto, Jordi Torres

* NIPS Deep Reinforcement Learning Workshop 2018 

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Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks

Mar 21, 2018
Daniel Fojo, Víctor Campos, Xavier Giro-i-Nieto

* Accepted as workshop paper at ICLR 2018 

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