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Learning with Opponent-Learning Awareness

Sep 19, 2018
Jakob N. Foerster, Richard Y. Chen, Maruan Al-Shedivat, Shimon Whiteson, Pieter Abbeel, Igor Mordatch

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Evolved Policy Gradients

Apr 29, 2018
Rein Houthooft, Richard Y. Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel

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Parameter Space Noise for Exploration

Jan 31, 2018
Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz

* Updated to camera-ready ICLR submission 

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UCB Exploration via Q-Ensembles

Nov 07, 2017
Richard Y. Chen, Szymon Sidor, Pieter Abbeel, John Schulman

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Convolutional neural networks that teach microscopes how to image

Sep 21, 2017
Roarke Horstmeyer, Richard Y. Chen, Barbara Kappes, Benjamin Judkewitz

* 13 pages, 6 figures 

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