8 citations · 19 across the 5 of their papers we have counts for
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cs.LG2020★ 2 cited
Faster Policy Learning with Continuous-Time Gradients
Samuel Ainsworth, Kendall Lowrey, John Thickstun +2
We study the estimation of policy gradients for continuous-time systems with known dynamics. By reframing policy learning in continuous-time, we show that it is possible construct…
cs.DB2020★ 1 cited
Mosaic: A Sample-Based Database System for Open World Query Processing
Laurel Orr, Samuel Ainsworth, Walter Cai +3
Data scientists have relied on samples to analyze populations of interest for decades. Recently, with the increase in the number of public data repositories, sample data has become…