6 citations · 18 across the 5 of their papers we have counts for
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stat.ML2016★ 5 cited
An optimal learning method for developing personalized treatment regimes
Yingfei Wang, Warren Powell
A treatment regime is a function that maps individual patient information to a recommended treatment, hence explicitly incorporating the heterogeneity in need for treatment across…
cs.LG2016★ 2 cited
Finite-time Analysis for the Knowledge-Gradient Policy
Yingfei Wang, Warren Powell
We consider sequential decision problems in which we adaptively choose one of finitely many alternatives and observe a stochastic reward. We offer a new perspective of interpreting…