Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials

1 code implementation • 31 Oct 2022 • Laura B. Balzer, Erica Cai, Lucas Godoy Garraza, Pracheta Amaranath

Benkeser et al. demonstrate how adjustment for baseline covariates in randomized trials can meaningfully improve precision for a variety of outcome types.

Measuring Interventional Robustness in Reinforcement Learning

1 code implementation • 19 Sep 2022 • Katherine Avery, Jack Kenney, Pracheta Amaranath, Erica Cai, David Jensen

Recent work in reinforcement learning has focused on several characteristics of learned policies that go beyond maximizing reward.

Fairness reinforcement-learning +1