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. Smallwood and Sondik (1973) <doi:10.1287/opre.21.5.1071>.

Package details

AuthorMichael Hahsler [aut, cph, cre] (<https://orcid.org/0000-0003-2716-1405>), Hossein Kamalzadeh [ctb]
MaintainerMichael Hahsler <mhahsler@lyle.smu.edu>
LicenseGPL (>= 3)
Version1.2.3
URL https://github.com/mhahsler/pomdp
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pomdp")

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pomdp documentation built on May 29, 2024, 2:04 a.m.