pomdp: Infrastructure for Partially Observable Markov Decision Processes (POMDP)
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. Hahsler and Cassandra <doi:10.32614/RJ-2024-021>.
| Version: | 1.2.5 |
| Depends: | R (≥ 3.5.0) |
| Imports: | pomdpSolve (≥ 1.0.4), processx, stats, methods, Matrix, Rcpp, foreach, igraph |
| LinkingTo: | Rcpp |
| Suggests: | knitr, rmarkdown, gifski, testthat, Ternary, visNetwork, sarsop, doParallel |
| Published: | 2025-05-29 |
| DOI: | 10.32614/CRAN.package.pomdp |
| Author: | Michael Hahsler 
[aut, cph, cre],
Hossein Kamalzadeh [ctb] |
| Maintainer: | Michael Hahsler <mhahsler at lyle.smu.edu> |
| BugReports: | https://github.com/mhahsler/pomdp/issues |
| License: | GPL (≥ 3) |
| Copyright: | Copyright (C) Michael Hahsler and Hossein Kamalzadeh. |
| URL: | https://github.com/mhahsler/pomdp |
| NeedsCompilation: | yes |
| SystemRequirements: | C++17 |
| Classification/ACM: | G.4, G.1.6, I.2.6 |
| Citation: | pomdp citation info |
| Materials: | README, NEWS |
| CRAN checks: | pomdp results |
Documentation:
| Reference manual: | pomdp.html , pomdp.pdf |
| Vignettes: |
Gridworlds in Package pomdp (source, R code) pomdp: Introduction to Partially Observable Markov Decision Processes (source, R code) |
Downloads:
| Package source: | pomdp_1.2.5.tar.gz |
| Windows binaries: | r-devel: pomdp_1.2.5.zip, r-release: pomdp_1.2.5.zip, r-oldrel: pomdp_1.2.5.zip |
| macOS binaries: | r-release (arm64): pomdp_1.2.5.tgz, r-oldrel (arm64): pomdp_1.2.5.tgz, r-release (x86_64): pomdp_1.2.5.tgz, r-oldrel (x86_64): pomdp_1.2.5.tgz |
| Old sources: | pomdp archive |
Reverse dependencies:
| Reverse suggests: | pomdpSolve |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=pomdp to link to this page.