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ConQUR: Mitigating Delusional Bias in Deep Q-learning

Feb 27, 2020
Andy Su, Jayden Ooi, Tyler Lu, Dale Schuurmans, Craig Boutilier

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Gradient-based Optimization for Bayesian Preference Elicitation

Nov 20, 2019
Ivan Vendrov, Tyler Lu, Qingqing Huang, Craig Boutilier

* To appear in the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 

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Safe Exploration for Identifying Linear Systems via Robust Optimization

Nov 30, 2017
Tyler Lu, Martin Zinkevich, Craig Boutilier, Binz Roy, Dale Schuurmans

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Learning Low-Density Separators

Jan 22, 2009
Shai Ben-David, Tyler Lu, David Pal, Miroslava Sotakova

* 15 pages, 1 figure 

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