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DESCRIPTION
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Package: ReinforcementLearning
Type: Package
Title: Model-Free Reinforcement Learning
Version: 1.0.5
Date: 2020-03-02
Authors@R: c(person("Nicolas", "Proellochs", email="[email protected]",
role=c("aut", "cre")),
person("Stefan", "Feuerriegel", email="[email protected]",
role=c("aut")))
Maintainer: Nicolas Proellochs <[email protected]>
Description: Performs model-free reinforcement learning in R. This implementation enables the learning
of an optimal policy based on sample sequences consisting of states, actions and rewards. In
addition, it supplies multiple predefined reinforcement learning algorithms, such as experience
replay. Methodological details can be found in Sutton and Barto (1998) <ISBN:0262039249>.
License: MIT + file LICENSE
Depends: R (>= 3.2.0)
Imports:
ggplot2,
hash (>= 2.0),
data.table
Suggests:
testthat,
knitr,
rmarkdown
LazyData: TRUE
Encoding: UTF-8
RoxygenNote: 6.1.1
VignetteBuilder: knitr