no code implementations • 22 Jul 2023 • Joshua P. Zitovsky, Leslie Wilson, Michael R. Kosorok
In real-world healthcare problems, there are often multiple competing outcomes of interest, such as treatment efficacy and side effect severity.
1 code implementation • 31 Jan 2023 • Joshua P. Zitovsky, Daniel de Marchi, Rishabh Agarwal, Michael R. Kosorok
Offline model selection (OMS), that is, choosing the best policy from a set of many policies given only logged data, is crucial for applying offline RL in real-world settings.