R package pomdpSolve - Interface to ‘pomdp-solve’ for Partially Observable Markov Decision Processes

Provides pomdp-solve (Cassandra, 2015) to solve POMDPs using a variety of algorithms. A convenient interface is provided in package pomdp.

Installation

Stable CRAN version: Install from within R with

install.packages("pomdpSolve")

Current development version: Install from r-universe.

install.packages("pomdpSolve", repos = "https://mhahsler.r-universe.dev")

How to Cite this Package

To cite package ‘pomdpSolve’ in publications use:

Hahsler M, Cassandra AR (2022). pomdpSolve: Interface to ‘pomdp-solve’ for Partially Observable Markov Decision Processes. R package version 1.0.1, https://github.com/mhahsler/pomdpSolve.

A BibTeX entry for LaTeX users is

@Manual{, title = {pomdpSolve: Interface to ‘pomdp-solve’ for Partially Observable Markov Decision Processes}, author = {Michael Hahsler and Anthony R. Cassandra}, year = {2022}, note = {R package version 1.0.1}, url = {https://github.com/mhahsler/pomdpSolve}, }

References

• Cassandra, A. (2015). pomdp-solve: POMDP Solver Software, http://www.pomdp.org.