multiobjectiveMDP

1.0.0

Solution Methods for Multi-Objective Markov Decision Processes

0packages depend

807downloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Anas MifraniFirst published 2026-03-061 releasesCRAN page ↗

Compendium of the most representative algorithms in print---vector-valued dynamic programming, linear programming, policy iteration, the weighting factor approach---for solving multi-objective Markov decision processes, with or without reward discount, over a finite or infinite horizon. Mifrani, A. (2024) doi:10.1007/s10479-024-06439-x; Mifrani, A. & Noll, D. doi:10.48550/arXiv.2502.13697; Wakuta, K. (1995) doi:10.1016/0304-4149(94)00064-Z.

Install

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

install.packages("multiobjectiveMDP")

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

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-multiobjectivemdp

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

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

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-multiobjectiveMDP

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

sudo zypper install R-multiobjectiveMDP

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Yes

Vignettes

README

Dependencies · direct

Check history

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

Downloads

807

CRAN downloads in the past year

Rank #23,214 · ~2/day · ~67/mo

multiobjectiveMDP Releases R versions

Daily download trend is not available in this view yet.

22030 days

48490 days

8071 year

Compare downloads with other packages →

Also on27 r2u10 autocran

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (7)

dplyr linprog lintools nsga2R pracma prodlimstats

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition

R 3,305 (66%)Rd 1,378 (28%)Vignettes 241 (5%)Other 57 (1%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

43 23 exported

Complexity

9.3 avg / 36 max

Call network

43 nodes / 82 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 (1)

Maintainer (1)

Anas Mifrani

Author, Maintainer, Copyright holder

Authors (1)

Anas Mifrani

Author, Maintainer, Copyright holder

Anas Mifrani

Author, Maintainer, Copyright holder

Release timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
2026-03-10 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-06
Total releases: 1 / 1 yrs
License: GPL-3 OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet