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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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A Neural Architecture for Designing Truthful and Efficient Auctions

Jul 11, 2019
Andrea Tacchetti, DJ Strouse, Marta Garnelo, Thore Graepel, Yoram Bachrach

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Intrinsic Social Motivation via Causal Influence in Multi-Agent RL

Oct 19, 2018
Natasha Jaques, Angeliki Lazaridou, Edward Hughes, Caglar Gulcehre, Pedro A. Ortega, DJ Strouse, Joel Z. Leibo, Nando de Freitas

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Learning to Share and Hide Intentions using Information Regularization

Aug 06, 2018
DJ Strouse, Max Kleiman-Weiner, Josh Tenenbaum, Matt Botvinick, David Schwab

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The deterministic information bottleneck

Dec 19, 2016
DJ Strouse, David J Schwab

* 15 pages, 4 figures 

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