Other packages > Find by keyword >

RLescalation  

Optimal Dose Escalation Using Deep Reinforcement Learning
View on CRAN: Click here


Download and install RLescalation package within the R console
Install from CRAN:
install.packages("RLescalation")

Install from Github:
library("remotes")
install_github("cran/RLescalation")

Install by package version:
library("remotes")
install_version("RLescalation", "1.0.3")



Attach the package and use:
library("RLescalation")
Maintained by
Kentaro Matsuura
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-09
Latest Update: 2025-02-08
Description:
An implementation to compute an optimal dose escalation rule using deep reinforcement learning in phase I oncology trials (Matsuura et al. (2023) <doi:10.1080/10543406.2023.2170402>). The dose escalation rule can directly optimize the percentages of correct selection (PCS) of the maximum tolerated dose (MTD).
How to cite:
Kentaro Matsuura (2025). RLescalation: Optimal Dose Escalation Using Deep Reinforcement Learning. R package version 1.0.3, https://cran.r-project.org/web/packages/RLescalation. Accessed 11 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:19), 1.0.1 (2025-01-09 19:10), 1.0.2 (2025-02-08 04:10)
Other packages that cited RLescalation R package
View RLescalation citation profile
Other R packages that RLescalation depends, imports, suggests or enhances
Complete documentation for RLescalation
Functions, R codes and Examples using the RLescalation R package
Full RLescalation package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PublicationBias  
Sensitivity Analysis for Publication Bias in Meta-Analyses
Performs sensitivity analysis for publication bias in meta-analyses (per Mathur & VanderWeele, 2020 ...
Download / Learn more Package Citations See dependency  
LDLcalc  
Calculate and Predict the Low Density Lipoprotein Values
A wide variety of ways to calculate (through equations) or predict (using 9 Machine learning methods ...
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  
IDE  
Integro-Difference Equation Spatio-Temporal Models
The Integro-Difference Equation model is a linear, dynamical model used to model phenomena that evo ...
Download / Learn more Package Citations See dependency  
c3  
'C3.js' Chart Library
Create interactive charts with the 'C3.js' charting library. All plot types in ' ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

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