183 citations · 348 across the 27 of their papers we have counts for
Showing 2016 · stat.MLShow all
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stat.ML2016
Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning
Daniel J. Luckett, Eric B. Laber, Anna R. Kahkoska +3
The vision for precision medicine is to use individual patient characteristics to inform a personalized treatment plan that leads to the best healthcare possible for each patient.…
stat.ML2016★ 17 cited
A Batch, Off-Policy, Actor-Critic Algorithm for Optimizing the Average Reward
S. A. Murphy, Y. Deng, E. B. Laber +3
We develop an off-policy actor-critic algorithm for learning an optimal policy from a training set composed of data from multiple individuals. This algorithm is developed with a vi…