pomdpSolve

1.0.6

Interface to 'pomdp-solve' for Partially Observable Markov Decision Processes

1packages depend

9.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Michael HahslerFirst published 2022-02-086 releasesCRAN page ↗GitHub ↗

Installs an updated version of 'pomdp-solve' and provides a low-level interface. Pomdp-solve is a program to solve Partially Observable Markov Decision Processes (POMDPs) using a variety of exact and approximate value iteration algorithms. A convenient R infrastructure is provided in the separate package pomdp. Hahsler and Cassandra doi:10.32614/RJ-2024-021.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("pomdpSolve", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mhahsler/pomdpSolve")

Development version from mhahsler/pomdpSolve. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-pomdpsolve

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-pomdpSolve

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-pomdpSolve

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.5 min · r-oldrel-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

Yes

README

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

9.4K

CRAN downloads in the past year

Rank #4,358 · ~26/day · ~782/mo

pomdpSolve Source Releases R versions

Daily download trend is not available in this view yet.

72430 days

2.3K90 days

9.4K1 year

Compare downloads with other packages →

Also on440 r2u24 autocran

Repository

GitHub ↗ mhahsler/pomdpsolve

2Stars

1Forks

0Open issues

0Open PRs

2Releases

control-theorymarkov-decision-processesoptimization

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (1)

utils

LinkingTo (0)

none

Suggests (1)

pomdp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

pomdp

Code & Tests

Code Composition

C 55,248 (99%)R 365 (1%)Rd 291 (1%)

Code characteristics

Cyclomatic complexity: 3.0 median / 5 max
Documented parameters: 100%

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

956 8 exported

Complexity

2.7 avg / 5 max

Call network

956 nodes / 1767 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (2)

Maintainer (1)

Michael Hahsler

Author, Copyright holder, Maintainer

Authors (2)

Michael Hahsler

Author, Copyright holder, Maintainer

Anthony R. Cassandra

Author, Copyright holder

Michael Hahsler

Author, Copyright holder, Maintainer

Anthony R. Cassandra

Author, Copyright holder

Release timeline

6 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.6Latest
2026-03-01 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.4
2023-08-31 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.3
2023-03-04 · diff ↗
1.0.2
2023-01-07 · diff ↗
1.0.1
2022-10-19 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.0
2022-02-08
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-08
Total releases: 6 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Download size: 409 KB
Installed size: not tracked yet
With dependencies: not tracked yet