pomdp: Solver for Partially Observable Markov Decision Processes (POMDP)

Provides the infrastructure to define and analyze the solutions of Partially Observable Markov Decision Processes (POMDP) models. The package includes pomdp-solve to solve POMDPs using a variety of exact and approximate value iteration algorithms. Smallwood and Sondik (1973) <doi:10.1287/opre.21.5.1071>.

Package details

AuthorMichael Hahsler [aut, cph, cre], Hossein Kamalzadeh [aut, cph], Anthony R. Cassandra [ctb, cph]
MaintainerMichael Hahsler <mhahsler@lyle.smu.edu>
LicenseGPL (>= 3)
URL https://github.com/mhahsler/pomdp
Package repositoryView on CRAN
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pomdp documentation built on May 15, 2021, 1:08 a.m.