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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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