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Skill Rating for Generative Models


Aug 14, 2018
Catherine Olsson, Surya Bhupatiraju, Tom Brown, Augustus Odena, Ian Goodfellow


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Towards Mixed Optimization for Reinforcement Learning with Program Synthesis


Jul 03, 2018
Surya Bhupatiraju, Kumar Krishna Agrawal, Rishabh Singh

* Updated publication details, format. Accepted at NAMPI workshop, ICML '18 

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The Mirage of Action-Dependent Baselines in Reinforcement Learning


Apr 06, 2018
George Tucker, Surya Bhupatiraju, Shixiang Gu, Richard E. Turner, Zoubin Ghahramani, Sergey Levine

* Updated to address comments from ICLR workshop reviewers 

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Deep API Programmer: Learning to Program with APIs


Apr 14, 2017
Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

* 8 pages + 4 pages of supplementary material. Submitted to IJCAI 2017 

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RobustFill: Neural Program Learning under Noisy I/O


Mar 21, 2017
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

* 8 pages + 9 pages of supplementary material 

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