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Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality


May 26, 2022
Tom Zahavy, Yannick Schroecker, Feryal Behbahani, Kate Baumli, Sebastian Flennerhag, Shaobo Hou, Satinder Singh


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Self-Consistent Models and Values


Oct 25, 2021
Gregory Farquhar, Kate Baumli, Zita Marinho, Angelos Filos, Matteo Hessel, Hado van Hasselt, David Silver

* NeurIPS 2021 

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Learning more skills through optimistic exploration


Jul 29, 2021
DJ Strouse, Kate Baumli, David Warde-Farley, Vlad Mnih, Steven Hansen

* Steven Hansen and DJ Strouse contributed equally to this work 

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Relative Variational Intrinsic Control


Dec 14, 2020
Kate Baumli, David Warde-Farley, Steven Hansen, Volodymyr Mnih

* Accepted by AAAI2021 

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Acme: A Research Framework for Distributed Reinforcement Learning


Jun 01, 2020
Matt Hoffman, Bobak Shahriari, John Aslanides, Gabriel Barth-Maron, Feryal Behbahani, Tamara Norman, Abbas Abdolmaleki, Albin Cassirer, Fan Yang, Kate Baumli, Sarah Henderson, Alex Novikov, Sergio Gómez Colmenarejo, Serkan Cabi, Caglar Gulcehre, Tom Le Paine, Andrew Cowie, Ziyu Wang, Bilal Piot, Nando de Freitas


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