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>.
| Version: | 0.99.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | igraph, visNetwork, Ternary |
| Suggests: | testthat, knitr |
| Published: | 2020-05-07 |
| Author: | Hossein Kamalzadeh [aut, cph, cre], Michael Hahsler [aut, cph], Anthony R. Cassandra [ctb, cph] |
| Maintainer: | Hossein Kamalzadeh <hkamalzadeh at mail.smu.edu> |
| BugReports: | https://github.com/farzad/pomdp/issues |
| License: | GPL (≥ 3) |
| Copyright: | pomdp-solve is Copyright (C) Anthony R. Cassandra; LASPack is Copyright (C) Tomas Skalicky; lp-solve is Copyright (C) Michel Berkelaar, Kjell Eikland, Peter Notebaert; all other code is Copyright (C) Hossein Kamalzadeh and Michael Hahsler. |
| URL: | https://github.com/farzad/pomdp |
| NeedsCompilation: | yes |
| Classification/ACM: | G.4, G.1.6, I.2.6 |
| Materials: | README NEWS |
| CRAN checks: | pomdp results |
| Reference manual: | pomdp.pdf |
| Vignettes: |
POMDP: Introduction to Partially Observable Markov Decision Processes |
| Package source: | pomdp_0.99.0.tar.gz |
| Windows binaries: | r-devel: pomdp_0.99.0.zip, r-release: pomdp_0.99.0.zip, r-oldrel: pomdp_0.99.0.zip |
| macOS binaries: | r-release: pomdp_0.99.0.tgz, r-oldrel: pomdp_0.99.0.tgz |
| Old sources: | pomdp archive |
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