Package: sarsop 0.6.15

Carl Boettiger

sarsop: Approximate POMDP Planning Software

A toolkit for Partially Observed Markov Decision Processes (POMDP). Provides bindings to C++ libraries implementing the algorithm SARSOP (Successive Approximations of the Reachable Space under Optimal Policies) and described in Kurniawati et al (2008), <doi:10.15607/RSS.2008.IV.009>. This package also provides a high-level interface for generating, solving and simulating POMDP problems and their solutions.

Authors:Carl Boettiger [cre, aut, cph], Jeroen Ooms [aut], Milad Memarzadeh [aut], Hanna Kurniawati [ctb, cph], David Hsu [ctb, cph], Hanna Kurniawati [ctb, cph], Wee Sun Lee [ctb, cph], Yanzhu Du [ctb], Xan Huang [ctb], Trey Smith [ctb, cph], Tony Cassandra [ctb, cph], Lee Thomason [ctb, cph], Carl Kindman [ctb, cph], Le Trong Dao [ctb, cph], Amit Jain [ctb, cph], Rong Nan [ctb, cph], Ulrich Drepper [ctb], Free Software Foundation [cph], Tyge Lovset [ctb, cph], Yves Berquin [ctb, cph], Benjamin Grüdelbach [ctb], RSA Data Security, Inc. [cph]

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sarsop.pdf |sarsop.html
sarsop/json (API)
NEWS

# Install 'sarsop' in R:
install.packages('sarsop', repos = c('https://boettiger-lab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/boettiger-lab/sarsop/issues

On CRAN:

decision-theoryfisheriespomdp

4.84 score 10 stars 23 scripts 606 downloads 17 exports 10 dependencies

Last updated 5 months agofrom:65481c9942. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-win-x86_64OKOct 29 2024
R-4.5-linux-x86_64OKOct 29 2024
R-4.4-win-x86_64OKOct 29 2024
R-4.4-mac-x86_64OKOct 29 2024
R-4.4-mac-aarch64OKOct 29 2024
R-4.3-win-x86_64OKOct 29 2024
R-4.3-mac-x86_64OKOct 29 2024
R-4.3-mac-aarch64OKOct 29 2024

Exports:alphas_from_logassert_has_applcompute_policyf_from_logfisheries_matriceshindcast_pomdpmeta_from_logmodels_from_logpolgraphpomdpconvertpomdpevalpomdpsimpomdpsolread_policyxsarsopsim_pomdpwrite_pomdpx

Dependencies:BHclidigestlatticeMatrixprocessxpsR6rlangxml2

Readme and manuals

Help Manual

Help pageTopics
alphas_from_logalphas_from_log
test the APPL binariesassert_has_appl
compute_policycompute_policy
f from logf_from_log
fisheries_matricesfisheries_matrices
hindcast_pomdpcompare_pomdp hindcast_pomdp
meta from logmeta_from_log
model from logmodels_from_log
APPL wrappersappl polgraph pomdpconvert pomdpeval pomdpsim pomdpsol SARSOP
read_policyxread_policyx
sarsopsarsop
simulate a POMDPsim_pomdp
write pomdpx fileswrite_pomdpx