CRAN/E | pomdp

pomdp

Infrastructure for Partially Observable Markov Decision Processes (POMDP)

Installation

About

Provides the infrastructure to define and analyze the solutions of Partially Observable Markov Decision Process (POMDP) models. Interfaces for various exact and approximate solution algorithms are available including value iteration, point-based value iteration and SARSOP. Smallwood and Sondik (1973) doi:10.1287/opre.21.5.1071.

Citation pomdp citation info
github.com/mhahsler/pomdp
Copyright Copyright (C) Michael Hahsler and Hossein Kamalzadeh.
System requirements C++17
Bug report File report

Key Metrics

Version 1.2.1
R ≥ 3.5.0
Published 2024-04-09 11 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks pomdp results

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Maintainer

Maintainer

Michael Hahsler

mhahsler@lyle.smu.edu

Authors

Michael Hahsler

aut / cph / cre

Hossein Kamalzadeh

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Gridworlds in Package pomdp
pomdp: Introduction to Partially Observable Markov Decision Processes

Classification ACM

G.4
G.1.6
I.2.6

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

pomdp archive

Depends

R ≥ 3.5.0

Imports

pomdpSolve ≥ 1.0.4
processx
stats
methods
Matrix
Rcpp
foreach
igraph

Suggests

knitr
rmarkdown
gifski
testthat
Ternary
visNetwork
sarsop
doParallel

LinkingTo

Rcpp

Reverse Suggests

pomdpSolve