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 06 Jun. 2026.
Previous versions and publish date:
0.2.3 (2026-01-26 17:20)
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

worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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