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Picture for Luisa Zintgraf

Implicit Communication as Minimum Entropy Coupling

Jul 17, 2021
Samuel Sokota, Christian Schroeder de Witt, Maximilian Igl, Luisa Zintgraf, Philip Torr, Shimon Whiteson, Jakob Foerster

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Optimizing piano practice with a utility-based scaffold

Jun 21, 2021
Alexandra Moringen, Sören Rüttgers, Luisa Zintgraf, Jason Friedman, Helge Ritter

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A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings

Apr 17, 2021
Eltayeb Ahmed, Luisa Zintgraf, Christian A. Schroeder de Witt, Nicolas Usunier

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ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Apr 09, 2021
Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Edward Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf

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Deep Interactive Bayesian Reinforcement Learning via Meta-Learning

Jan 11, 2021
Luisa Zintgraf, Sam Devlin, Kamil Ciosek, Shimon Whiteson, Katja Hofmann

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Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning

Oct 02, 2020
Luisa Zintgraf, Leo Feng, Maximilian Igl, Kristian Hartikainen, Katja Hofmann, Shimon Whiteson

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VIABLE: Fast Adaptation via Backpropagating Learned Loss

Nov 29, 2019
Leo Feng, Luisa Zintgraf, Bei Peng, Shimon Whiteson

* Published at the 3rd Workshop on Meta-Learning at NeurIPS 2019 

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VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning

Oct 18, 2019
Luisa Zintgraf, Kyriacos Shiarlis, Maximilian Igl, Sebastian Schulze, Yarin Gal, Katja Hofmann, Shimon Whiteson

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Deep Variational Reinforcement Learning for POMDPs

Jun 06, 2018
Maximilian Igl, Luisa Zintgraf, Tuan Anh Le, Frank Wood, Shimon Whiteson

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