Files in markusdumke/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

markusdumke/reinforcelearn documentation built on Nov. 20, 2022, 8:09 p.m.