Search Results for author: Joshua P. Zitovsky

Found 2 papers, 1 papers with code

A Flexible Framework for Incorporating Patient Preferences Into Q-Learning

no code implementations22 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.

Q-Learning

Revisiting Bellman Errors for Offline Model Selection

1 code implementation31 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.

Atari Games Model Selection +1

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