Package: pomdp
Title: Infrastructure for Partially Observable Markov Decision
        Processes (POMDP)
Version: 1.2.5
Date: 2025-05-29
Authors@R: c(
    person(given = "Michael",
       family = "Hahsler",
       role = c("aut", "cph", "cre"),
       email = "mhahsler@lyle.smu.edu",
       comment = c(ORCID = "0000-0003-2716-1405")),
    person(given = "Hossein",
       family = "Kamalzadeh",
       role = c("ctb")))
Description: 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>.
Classification/ACM: G.4, G.1.6, I.2.6
URL: https://github.com/mhahsler/pomdp
BugReports: https://github.com/mhahsler/pomdp/issues
Depends: R (>= 3.5.0)
Imports: pomdpSolve (>= 1.0.4), processx, stats, methods, Matrix, Rcpp,
        foreach, igraph
SystemRequirements: C++17
LinkingTo: Rcpp
Suggests: knitr, rmarkdown, gifski, testthat, Ternary, visNetwork,
        sarsop, doParallel
VignetteBuilder: knitr
Encoding: UTF-8
License: GPL (>= 3)
Copyright: Copyright (C) Michael Hahsler and Hossein Kamalzadeh.
RoxygenNote: 7.3.2
Collate: 'AAA_check_installed.R' 'AAA_pomdp-package.R' 'AAA_shorten.R'
        'Cliff_walking.R' 'DynaMaze.R' 'POMDP.R' 'MDP.R'
        'MDP_policy_functions.R' 'Maze.R' 'POMDP_file_examples.R'
        'RcppExports.R' 'RussianTiger.R' 'Tiger.R' 'Windy_gridworld.R'
        'accessors.R' 'accessors_reward.R' 'accessors_trans_obs.R'
        'actions.R' 'add_policy.R' 'check_and_fix_MDP.R' 'colors.R'
        'estimate_belief_for_nodes.R' 'foreach_helper.R' 'gridworld.R'
        'make_partially_observable.R' 'optimal_action.R'
        'plot_belief_space.R' 'plot_policy_graph.R' 'policy.R'
        'policy_graph.R' 'print.text.R' 'projection.R' 'queue.R'
        'reachable_and_absorbing.R' 'read_write_POMDP.R'
        'read_write_pomdp_solve.R' 'regret.R' 'reward.R'
        'round_stochchastic.R' 'sample_belief_space.R' 'simulate_MDP.R'
        'simulate_POMDP.R' 'solve_MDP.R' 'solve_POMDP.R'
        'solve_SARSOP.R' 'stack.R' 'transition_graph.R'
        'update_belief.R' 'value_function.R' 'which_max_random.R'
NeedsCompilation: yes
Packaged: 2025-05-29 19:51:57 UTC; mhahsler
Author: Michael Hahsler [aut, cph, cre] (ORCID:
    <https://orcid.org/0000-0003-2716-1405>),
  Hossein Kamalzadeh [ctb]
Maintainer: Michael Hahsler <mhahsler@lyle.smu.edu>
Repository: CRAN
Date/Publication: 2025-05-29 20:40:02 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2026-01-12 03:24:24 UTC; windows
Archs: x64
