Other packages > Find by keyword >

multiRL  

Reinforcement Learning Tools for Multi-Armed Bandit
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("multiRL", "0.2.3")



Attach the package and use:
library("multiRL")
Maintained by
YuKi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-26
Latest Update: 2026-01-26
Description:
A flexible general-purpose toolbox for implementing Rescorla-Wagner models in multi-armed bandit tasks. As the successor and functional extension of the 'binaryRL' package, 'multiRL' modularizes the Markov Decision Process (MDP) into six core components. This framework enables users to construct custom models via intuitive if-else syntax and define latent learning rules for agents. For parameter estimation, it provides both likelihood-based inference (MLE and MAP) and simulation-based inference (ABC and RNN), with full support for parallel processing across subjects. The workflow is highly standardized, featuring four main functions that strictly follow the four-step protocol (and ten rules) proposed by Wilson & Collins (2019) <doi:10.7554/eLife.49547>. Beyond the three built-in models (TD, RSTD, and Utility), users can easily derive new variants by declaring which variables are treated as free parameters.
How to cite:
YuKi (2026). multiRL: Reinforcement Learning Tools for Multi-Armed Bandit. R package version 0.2.3, https://cran.r-project.org/web/packages/multiRL. Accessed 04 Jul. 2026.
Previous versions and publish date:
0.2.3 (2026-01-26 17:20), 0.3.7 (2026-03-31 13:00)
Other packages that cited multiRL R package
View multiRL citation profile
Other R packages that multiRL depends, imports, suggests or enhances
Complete documentation for multiRL
Functions, R codes and Examples using the multiRL R package
Full multiRL package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
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  
PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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