455 citations · 880 across the 33 of their papers we have counts for
Showing 2016Show all
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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…
stat.ME2016★ 2 cited
Assessing Time-Varying Causal Effect Moderation in Mobile Health
Audrey Boruvka, Daniel Almirall, Katie Witkiewitz +1
In mobile health interventions aimed at behavior change and maintenance, treatments are provided in real time to manage current or impending high risk situations or promote healthy…