Files in markdumke/reinforcelearn
Reinforcement Learning
.Rbuildignore
.gitignore
.travis.yml
DESCRIPTION
LICENSE
NAMESPACE
NEWS.md
R/accessor_functions.R
R/agent.R
R/algorithm.R
R/eligibility.R
R/environment.R
R/environment_gridworld.R
R/environment_gym.R
R/environment_mdp.R
R/environment_mountaincar.R
R/experience_replay.R
R/interact.R
R/policy.R
R/reinforcelearn.R
R/tiles.R
R/valuefunction.R
README.Rmd
README.md
_pkgdown.yml
benchmark/Images/qlearning_windygrid-1.png
benchmark/Images/qlearning_windygrid_elig-1.png
benchmark/Images/qlearning_windygrid_expreplay-1.png
benchmark/Images/qlearning_windygrid_neuralnetwork-1.png
benchmark/benchmark_windy_gridworld.Rmd
benchmark/benchmark_windy_gridworld.md
codecov.yml
cran-comments.md
docs/LICENSE.html
docs/articles/agents.R
docs/articles/agents.html
docs/articles/environments.R
docs/articles/environments.html
docs/articles/gridworld.JPG
docs/articles/index.html
docs/articles/mountaincar.JPG
docs/articles/references.bib
docs/authors.html
docs/index.html
docs/jquery.sticky-kit.min.js
docs/link.svg
docs/news/index.html
docs/pkgdown.css
docs/pkgdown.js
docs/pkgdown.yml
docs/reference/CliffWalking.html
docs/reference/Eligibility.html
docs/reference/Environment.html
docs/reference/EpsilonGreedyPolicy.html
docs/reference/GymEnvironment.html
docs/reference/MdpEnvironment.html
docs/reference/QLearning.html
docs/reference/RandomPolicy.html
docs/reference/SoftmaxPolicy.html
docs/reference/ValueNetwork.html
docs/reference/ValueTable.html
docs/reference/figures/logo.png
docs/reference/getEligibilityTraces.html
docs/reference/getReplayMemory.html
docs/reference/getStateValues.html
docs/reference/getValueFunction.html
docs/reference/gridworld.html
docs/reference/index.html
docs/reference/interact.html
docs/reference/makeAgent.html
docs/reference/makeAlgorithm.html
docs/reference/makeEnvironment.html
docs/reference/makePolicy.html
docs/reference/makeReplayMemory.html
docs/reference/makeValueFunction.html
docs/reference/mountainCar.html
docs/reference/nHot.html
docs/reference/reinforcelearn.html
docs/reference/tilecoding.html
docs/reference/windyGridworld.html
docs/reinforcelearn.png
docs/session_info.txt
examples/user_interface.R
man/CliffWalking.Rd
man/Eligibility.Rd
man/Environment.Rd
man/EpsilonGreedyPolicy.Rd
man/GymEnvironment.Rd
man/MdpEnvironment.Rd
man/MountainCar.Rd
man/QLearning.Rd
man/RandomPolicy.Rd
man/SoftmaxPolicy.Rd
man/ValueNetwork.Rd
man/ValueTable.Rd
man/figures/logo.png
man/getEligibilityTraces.Rd
man/getReplayMemory.Rd
man/getStateValues.Rd
man/getValueFunction.Rd
man/gridworld.Rd
man/interact.Rd
man/makeAgent.Rd
man/makeAlgorithm.Rd
man/makeEnvironment.Rd
man/makePolicy.Rd
man/makeReplayMemory.Rd
man/makeValueFunction.Rd
man/nHot.Rd
man/reinforcelearn.Rd
man/tilecoding.Rd
man/windyGridworld.Rd
session_info.txt
tests/testthat.R
tests/testthat/test_accessor_functions.R
tests/testthat/test_agent.R
tests/testthat/test_environment.R
tests/testthat/test_policy.R
vignettes/agents.R
vignettes/agents.Rmd
vignettes/agents.html
vignettes/environments.R
vignettes/environments.Rmd
vignettes/environments.html
vignettes/gridworld.JPG
vignettes/mountaincar.JPG
vignettes/references.bib
