.gitignore
.travis.yml
CHANGELOG.rst
INSTALL.rst
LICENSE.txt
README.rst
pylint.rc
setup.py
Profiling/Example.pdf
doc/Makefile
doc/big_picture.rst
doc/conf.py
doc/faq.rst
doc/gridWorld_learning.png
doc/gridworld_domain.png
doc/gridworld_performance.png
doc/gridworld_valfun.png
doc/index.rst
doc/install.rst
doc/make_agent.rst
doc/make_domain.rst
doc/make_policy.rst
doc/make_rep.rst
doc/overview.pdf
doc/overview.png
doc/pendulum_learning.png
doc/pendulum_plot.png
doc/rlpy_output.png
doc/tutorial.rst
doc/unittests.rst
doc/_static/ACL_logo.png
doc/_templates/layout.html
doc/api/acrobot.rst
doc/api/agent.rst
doc/api/bicycle.rst
doc/api/domain.rst
doc/api/domains_misc.rst
doc/api/experiment.rst
doc/api/finite_cartpole.rst
doc/api/index.rst
doc/api/infinite_cartpole.rst
doc/api/mdp_solver.rst
doc/api/policy.rst
doc/api/representation.rst
doc/api/runtools.rst
examples/bicycle/kifdd_triangle.py
examples/blocksworld/ggq-ifdd.py
examples/blocksworld/ggq-ifddkappa.py
examples/blocksworld/ggq-indep.py
examples/blocksworld/ggq-tile.py
examples/blocksworld/q-ifdd.py
examples/blocksworld/q-indep.py
examples/blocksworld/sarsa-ifdd.py
examples/blocksworld/sarsa-indep.py
examples/cartpole2d/ggq-ifdd.py
examples/cartpole2d/ggq-indep.py
examples/cartpole2d/ifdd.py
examples/cartpole2d/kifdd_gauss.py
examples/cartpole2d/kifdd_triangle.py
examples/cartpole2d/q-ifdd.py
examples/cartpole2d/q-indep.py
examples/cartpole2d/rbfs.py
examples/cartpole2d/sarsa-ifdd.py
examples/cartpole2d/sarsa-indep.py
examples/cartpole_modern/kifdd.py
examples/cartpole_orig/ifdd.py
examples/cartpole_orig/independent.py
examples/cartpole_orig/kifdd_gauss.py
examples/cartpole_orig/kifdd_triangle.py
examples/cartpole_orig/rbfs.py
examples/cartpole_orig/tabular.py
examples/fifty_chain/tabular.py
examples/gridworld/lspi.py
examples/gridworld/nac.py
examples/gridworld/policy_iteration.py
examples/gridworld/q-ifddk.py
examples/gridworld/trajectory_based_policy_iteration.py
examples/gridworld/trajectory_based_value_iteration.py
examples/gridworld/value_iteration.py
examples/heli/kifdd.py
examples/hiv/ifdd.py
examples/hiv/independent.py
examples/hiv/kifdd.py
examples/hiv/kifdd_triangle.py
examples/hiv/nplb_triangle.py
examples/hiv/rbfs.py
examples/hiv/tabular.py
examples/intruder_monitoring/incr_tabular.py
examples/intruder_monitoring/sarsa-ifdd.py
examples/pacman/independent.py
examples/puddleworld/ifdd.py
examples/puddleworld/kifdd_gauss.py
examples/puddleworld/kifdd_gauss_gap.py
examples/puddleworld/kifdd_triangle.py
examples/puddleworld/rbfs.py
examples/puddleworld/tabular_gap.py
examples/swimmer/kifdd_triangle.py
examples/system_administrator/incr_tabular.py
examples/system_administrator/sarsa-ifdd.py
examples/tutorial/ChainMDPTut_example.py
examples/tutorial/IncrTabularTut_example.py
examples/tutorial/SARSA0_example.py
examples/tutorial/eGreedyTut_example.py
examples/tutorial/gridworld.py
examples/tutorial/gridworld_profiled.py
examples/tutorial/infTrackCartPole_rbfs.py
examples/tutorial/infTrackCartPole_tabular.py
examples/tutorial/plot_result.py
examples/tutorial/run_infTrackCartPole_batch.py
examples/tutorial/run_parametersearch.py
examples/uav/gq-ifdd.py
examples/uav/gq-indep.py
examples/uav/gql-ifdd.py
examples/uav/q-ifdd.py
examples/uav/q-indep.py
rlpy/__init__.py
rlpy.egg-info/PKG-INFO
rlpy.egg-info/SOURCES.txt
rlpy.egg-info/dependency_links.txt
rlpy.egg-info/requires.txt
rlpy.egg-info/top_level.txt
rlpy/Agents/Agent.py
rlpy/Agents/BatchAgent.py
rlpy/Agents/Greedy_GQ.py
rlpy/Agents/LSPI.py
rlpy/Agents/LSPI_SARSA.py
rlpy/Agents/NaturalActorCritic.py
rlpy/Agents/TDControlAgent.py
rlpy/Agents/__init__.py
rlpy/Domains/Acrobot.py
rlpy/Domains/Bicycle.py
rlpy/Domains/BlocksWorld.py
rlpy/Domains/CartPoleBase.py
rlpy/Domains/ChainMDP.py
rlpy/Domains/Domain.py
rlpy/Domains/FiftyChain.py
rlpy/Domains/FiniteTrackCartPole.py
rlpy/Domains/FlipBoard.py
rlpy/Domains/GridWorld.py
rlpy/Domains/HIVTreatment.py
rlpy/Domains/HIVTreatment_dynamics.pyx
rlpy/Domains/HelicopterHover.py
rlpy/Domains/InfiniteTrackCartPole.py
rlpy/Domains/IntruderMonitoring.pdf
rlpy/Domains/IntruderMonitoring.py
rlpy/Domains/MountainCar.py
rlpy/Domains/PST.py
rlpy/Domains/Pacman.py
rlpy/Domains/Pinball.py
rlpy/Domains/PuddleWorld.py
rlpy/Domains/RCCar.py
rlpy/Domains/Swimmer.py
rlpy/Domains/SystemAdministrator.py
rlpy/Domains/__init__.py
rlpy/Domains/GridWorldMaps/10x10-12ftml.txt
rlpy/Domains/GridWorldMaps/10x7-ACC2011.txt
rlpy/Domains/GridWorldMaps/11x11-Easy.txt
rlpy/Domains/GridWorldMaps/11x11-Rooms.txt
rlpy/Domains/GridWorldMaps/11x11-TwoRooms.txt
rlpy/Domains/GridWorldMaps/1x2.txt
rlpy/Domains/GridWorldMaps/1x3.txt
rlpy/Domains/GridWorldMaps/2x3.txt
rlpy/Domains/GridWorldMaps/3x3.txt
rlpy/Domains/GridWorldMaps/3x4.txt
rlpy/Domains/GridWorldMaps/3x5-Wall.txt
rlpy/Domains/GridWorldMaps/4x12-CliffWorld.txt
rlpy/Domains/GridWorldMaps/4x5.txt
rlpy/Domains/GridWorldMaps/6x9-Wall.txt
rlpy/Domains/IntruderMonitoringMaps/1x3_1A_1I.txt
rlpy/Domains/IntruderMonitoringMaps/2x2_1A_1I.txt
rlpy/Domains/IntruderMonitoringMaps/2x3_1A_1I.txt
rlpy/Domains/IntruderMonitoringMaps/2x3_2A_1I.txt
rlpy/Domains/IntruderMonitoringMaps/3x3_2A_2I.txt
rlpy/Domains/IntruderMonitoringMaps/4x4_1A_1I.txt
rlpy/Domains/IntruderMonitoringMaps/4x4_1A_2I.txt
rlpy/Domains/IntruderMonitoringMaps/4x4_2A_3I.txt
rlpy/Domains/IntruderMonitoringMaps/5x5_1A_1I_easy.txt
rlpy/Domains/IntruderMonitoringMaps/5x5_2A_1I_easy.txt
rlpy/Domains/IntruderMonitoringMaps/5x5_2A_2I.txt
rlpy/Domains/IntruderMonitoringMaps/5x5_2A_2I_easy.txt
rlpy/Domains/IntruderMonitoringMaps/5x5_3A_3I_easy.txt
rlpy/Domains/IntruderMonitoringMaps/5x5_4A_3I.txt
rlpy/Domains/PacmanPackage/.gitignore
rlpy/Domains/PacmanPackage/__init__.py
rlpy/Domains/PacmanPackage/analysis.py
rlpy/Domains/PacmanPackage/crawler.py
rlpy/Domains/PacmanPackage/environment.py
rlpy/Domains/PacmanPackage/featureExtractors.py
rlpy/Domains/PacmanPackage/game.py
rlpy/Domains/PacmanPackage/ghostAgents.py
rlpy/Domains/PacmanPackage/grading.py
rlpy/Domains/PacmanPackage/graphicsCrawlerDisplay.py
rlpy/Domains/PacmanPackage/graphicsDisplay.py
rlpy/Domains/PacmanPackage/graphicsGridworldDisplay.py
rlpy/Domains/PacmanPackage/graphicsUtils.py
rlpy/Domains/PacmanPackage/gridworld.py
rlpy/Domains/PacmanPackage/keyboardAgents.py
rlpy/Domains/PacmanPackage/layout.py
rlpy/Domains/PacmanPackage/learningAgents.py
rlpy/Domains/PacmanPackage/mdp.py
rlpy/Domains/PacmanPackage/pacman.py
rlpy/Domains/PacmanPackage/pacmanAgents.py
rlpy/Domains/PacmanPackage/projectParams.py
rlpy/Domains/PacmanPackage/qlearningAgents.py
rlpy/Domains/PacmanPackage/reinforcementTestClasses.py
rlpy/Domains/PacmanPackage/testClasses.py
rlpy/Domains/PacmanPackage/testParser.py
rlpy/Domains/PacmanPackage/textDisplay.py
rlpy/Domains/PacmanPackage/textGridworldDisplay.py
rlpy/Domains/PacmanPackage/util.py
rlpy/Domains/PacmanPackage/valueIterationAgents.py
rlpy/Domains/PacmanPackage/layouts/RLPyGrid.lay
rlpy/Domains/PacmanPackage/layouts/capsuleClassic.lay
rlpy/Domains/PacmanPackage/layouts/contestClassic.lay
rlpy/Domains/PacmanPackage/layouts/mediumClassic.lay
rlpy/Domains/PacmanPackage/layouts/mediumGrid.lay
rlpy/Domains/PacmanPackage/layouts/minimaxClassic.lay
rlpy/Domains/PacmanPackage/layouts/originalClassic.lay
rlpy/Domains/PacmanPackage/layouts/smallClassic.lay
rlpy/Domains/PacmanPackage/layouts/smallGrid.lay
rlpy/Domains/PacmanPackage/layouts/smallState.lay
rlpy/Domains/PacmanPackage/layouts/testClassic.lay
rlpy/Domains/PacmanPackage/layouts/trappedClassic.lay
rlpy/Domains/PacmanPackage/layouts/trickyClassic.lay
rlpy/Domains/PacmanPackage/test_cases/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q1/1-tinygrid.solution
rlpy/Domains/PacmanPackage/test_cases/q1/1-tinygrid.test
rlpy/Domains/PacmanPackage/test_cases/q1/2-tinygrid-noisy.solution
rlpy/Domains/PacmanPackage/test_cases/q1/2-tinygrid-noisy.test
rlpy/Domains/PacmanPackage/test_cases/q1/3-bridge.solution
rlpy/Domains/PacmanPackage/test_cases/q1/3-bridge.test
rlpy/Domains/PacmanPackage/test_cases/q1/4-discountgrid.solution
rlpy/Domains/PacmanPackage/test_cases/q1/4-discountgrid.test
rlpy/Domains/PacmanPackage/test_cases/q1/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q2/1-bridge-grid.solution
rlpy/Domains/PacmanPackage/test_cases/q2/1-bridge-grid.test
rlpy/Domains/PacmanPackage/test_cases/q2/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q3/1-question-3.1.solution
rlpy/Domains/PacmanPackage/test_cases/q3/1-question-3.1.test
rlpy/Domains/PacmanPackage/test_cases/q3/2-question-3.2.solution
rlpy/Domains/PacmanPackage/test_cases/q3/2-question-3.2.test
rlpy/Domains/PacmanPackage/test_cases/q3/3-question-3.3.solution
rlpy/Domains/PacmanPackage/test_cases/q3/3-question-3.3.test
rlpy/Domains/PacmanPackage/test_cases/q3/4-question-3.4.solution
rlpy/Domains/PacmanPackage/test_cases/q3/4-question-3.4.test
rlpy/Domains/PacmanPackage/test_cases/q3/5-question-3.5.solution
rlpy/Domains/PacmanPackage/test_cases/q3/5-question-3.5.test
rlpy/Domains/PacmanPackage/test_cases/q3/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q4/1-tinygrid.solution
rlpy/Domains/PacmanPackage/test_cases/q4/1-tinygrid.test
rlpy/Domains/PacmanPackage/test_cases/q4/2-tinygrid-noisy.solution
rlpy/Domains/PacmanPackage/test_cases/q4/2-tinygrid-noisy.test
rlpy/Domains/PacmanPackage/test_cases/q4/3-bridge.solution
rlpy/Domains/PacmanPackage/test_cases/q4/3-bridge.test
rlpy/Domains/PacmanPackage/test_cases/q4/4-discountgrid.solution
rlpy/Domains/PacmanPackage/test_cases/q4/4-discountgrid.test
rlpy/Domains/PacmanPackage/test_cases/q4/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q5/1-tinygrid.solution
rlpy/Domains/PacmanPackage/test_cases/q5/1-tinygrid.test
rlpy/Domains/PacmanPackage/test_cases/q5/2-tinygrid-noisy.solution
rlpy/Domains/PacmanPackage/test_cases/q5/2-tinygrid-noisy.test
rlpy/Domains/PacmanPackage/test_cases/q5/3-bridge.solution
rlpy/Domains/PacmanPackage/test_cases/q5/3-bridge.test
rlpy/Domains/PacmanPackage/test_cases/q5/4-discountgrid.solution
rlpy/Domains/PacmanPackage/test_cases/q5/4-discountgrid.test
rlpy/Domains/PacmanPackage/test_cases/q5/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q6/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q6/grade-agent.solution
rlpy/Domains/PacmanPackage/test_cases/q6/grade-agent.test
rlpy/Domains/PacmanPackage/test_cases/q7/CONFIG
rlpy/Domains/PacmanPackage/test_cases/q7/grade-agent.solution
rlpy/Domains/PacmanPackage/test_cases/q7/grade-agent.test
rlpy/Domains/PacmanPackage/test_cases/q8/1-tinygrid.solution
rlpy/Domains/PacmanPackage/test_cases/q8/1-tinygrid.test
rlpy/Domains/PacmanPackage/test_cases/q8/2-tinygrid-noisy.solution
rlpy/Domains/PacmanPackage/test_cases/q8/2-tinygrid-noisy.test
rlpy/Domains/PacmanPackage/test_cases/q8/3-bridge.solution
rlpy/Domains/PacmanPackage/test_cases/q8/3-bridge.test
rlpy/Domains/PacmanPackage/test_cases/q8/4-discountgrid.solution
rlpy/Domains/PacmanPackage/test_cases/q8/4-discountgrid.test
rlpy/Domains/PacmanPackage/test_cases/q8/5-coord-extractor.solution
rlpy/Domains/PacmanPackage/test_cases/q8/5-coord-extractor.test
rlpy/Domains/PacmanPackage/test_cases/q8/CONFIG
rlpy/Domains/PinballConfigs/pinball_box.cfg
rlpy/Domains/PinballConfigs/pinball_empty.cfg
rlpy/Domains/PinballConfigs/pinball_hard_single.cfg
rlpy/Domains/PinballConfigs/pinball_medium.cfg
rlpy/Domains/PinballConfigs/pinball_simple_single.cfg
rlpy/Domains/SystemAdministratorMaps/10Machines.txt
rlpy/Domains/SystemAdministratorMaps/16-5Branches.txt
rlpy/Domains/SystemAdministratorMaps/20MachTutorial.txt
rlpy/Domains/SystemAdministratorMaps/20Ring.txt
rlpy/Domains/SystemAdministratorMaps/3Machines.txt
rlpy/Domains/SystemAdministratorMaps/5Machines.txt
rlpy/Domains/SystemAdministratorMaps/5MachinesEdges.txt
rlpy/Domains/SystemAdministratorMaps/8Ring.txt
rlpy/Domains/SystemAdministratorMaps/9Star.txt
rlpy/Domains/SystemAdministratorMaps/readme.txt
rlpy/Experiments/Experiment.py
rlpy/Experiments/MDPSolverExperiment.py
rlpy/Experiments/__init__.py
rlpy/MDPSolvers/MDPSolver.py
rlpy/MDPSolvers/PolicyIteration.py
rlpy/MDPSolvers/TrajectoryBasedPolicyIteration.py
rlpy/MDPSolvers/TrajectoryBasedValueIteration.py
rlpy/MDPSolvers/ValueIteration.py
rlpy/MDPSolvers/__init__.py
rlpy/Policies/FixedPolicy.py
rlpy/Policies/Policy.py
rlpy/Policies/SwimmerPolicy.py
rlpy/Policies/UniformRandom.py
rlpy/Policies/__init__.py
rlpy/Policies/eGreedy.py
rlpy/Policies/gibbs.py
rlpy/Policies/swimmer3.mat
rlpy/Representations/BEBF.py
rlpy/Representations/Fourier.py
rlpy/Representations/IncrementalTabular.py
rlpy/Representations/IndependentDiscretization.py
rlpy/Representations/IndependentDiscretizationCompactBinary.py
rlpy/Representations/KernelizediFDD.py
rlpy/Representations/LocalBases.py
rlpy/Representations/OMPTD.py
rlpy/Representations/RBF.py
rlpy/Representations/Representation.py
rlpy/Representations/Tabular.py
rlpy/Representations/TileCoding.py
rlpy/Representations/__init__.py
rlpy/Representations/c_kernels.cc
rlpy/Representations/c_kernels.h
rlpy/Representations/c_kernels.pxd
rlpy/Representations/hashing.pyx
rlpy/Representations/iFDD.py
rlpy/Representations/kernels.pyx
rlpy/Representations/slow_kernels.py
rlpy/Tools/GeneralTools.py
rlpy/Tools/PriorityQueueWithNovelty.py
rlpy/Tools/__init__.py
rlpy/Tools/condor.py
rlpy/Tools/gprof2dot.py
rlpy/Tools/hypersearch.py
rlpy/Tools/ipshell.py
rlpy/Tools/results.py
rlpy/Tools/run.py
rlpy/Tools/transformations.c
rlpy/Tools/transformations.py
tests/__init__.py
tests/gibbs_policy.py
tests/test_cartpole.py
tests/test_cases.py
tests/test_domains.py
tests/traj_FiniteCartpoleBalanceOriginal.pck
tests/traj_InfiniteCartpoleBalance.pck
tests/test_agents/test_tdcagents.py
tests/test_domains/__init__.py
tests/test_domains/helpers.py
tests/test_domains/test_ChainMDP.py
tests/test_domains/test_FiftyChain.py
tests/test_domains/test_FiniteTrackCartPole.py
tests/test_domains/test_InfiniteTrackCartPole.py
tests/test_domains/test_PST.py
tests/test_domains/test_SystemAdministrator.py
tests/test_representations/test_BEBF.py
tests/test_representations/test_Fourier.py
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tests/test_representations/test_IndependentDiscretization.py
tests/test_representations/test_IndependentDiscretizationCompactBinary.py
tests/test_representations/test_LocalBases.py
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