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RLoptimal
View on CRAN: Click
here
Download and install RLoptimal package within the R console
Install from CRAN:
install.packages("RLoptimal")
Install from Github:
library("remotes")
install_github("cran/RLoptimal")
Install by package version:
library("remotes")
install_version("RLoptimal", "1.1.1")
Attach the package and use:
library("RLoptimal")
Maintained by
Kentaro Matsuura
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All associated links for this package
First Published: 2024-10-03
Latest Update: 2024-10-03
Description:
An implementation to compute an optimal adaptive allocation rule using deep reinforcement learning in a dose-response study (Matsuura et al. (2022) <doi:10.1002/sim.9247>). The adaptive allocation rule can directly optimize a performance metric, such as power, accuracy of the estimated target dose, or mean absolute error over the estimated dose-response curve.
How to cite:
Kentaro Matsuura (2024). RLoptimal: Optimal Adaptive Allocation Using Deep Reinforcement Learning. R package version 1.1.1, https://cran.r-project.org/web/packages/RLoptimal. Accessed 22 Dec. 2024.
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