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Beyond variance reduction: Understanding the true impact of baselines on policy optimization


Aug 31, 2020
Wesley Chung, Valentin Thomas, Marlos C. Machado, Nicolas Le Roux


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Incrementally Learning Functions of the Return


Jul 05, 2019
Brendan Bennett, Wesley Chung, Muhammad Zaheer, Vincent Liu


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Importance Resampling for Off-policy Prediction


Jun 11, 2019
Matthew Schlegel, Wesley Chung, Daniel Graves, Jian Qian, Martha White


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High-confidence error estimates for learned value functions


Aug 28, 2018
Touqir Sajed, Wesley Chung, Martha White

* Presented at (UAI) Uncertainty in Artificial Intelligence 2018 

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