Other packages > Find by keyword >

RLoptimal  

Optimal Adaptive Allocation Using Deep Reinforcement Learning
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", "1.2.2")



Attach the package and use:
library("RLoptimal")
Maintained by
Kentaro Matsuura
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-03
Latest Update: 2025-01-13
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 1.2.2, https://cran.r-project.org/web/packages/RLoptimal. Accessed 05 Jun. 2026.
Previous versions and publish date:
1.0.1 (2024-10-03 21:00), 1.1.0 (2024-11-03 06:40), 1.1.1 (2024-11-21 23:10), 1.2.0 (2024-12-21 04:10), 1.2.1 (2025-01-13 14:50)
Other packages that cited RLoptimal R package
View RLoptimal citation profile
Other R packages that RLoptimal depends, imports, suggests or enhances
Complete documentation for RLoptimal
Functions, R codes and Examples using the RLoptimal R package
Full RLoptimal package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA