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├── .gitattributes
├── .gitignore
├── .travis.yml
├── .travis
    ├── ci_macosx.sh
    └── ci_ubuntu14.04.sh
├── ALE_ROMS
    ├── CMakeLists.txt
    └── readme.md
├── CMakeLists.txt
├── LICENSE.txt
├── Malmo
    ├── CMakeLists.txt
    ├── samples
    │   ├── CMakeLists.txt
    │   ├── CSharp_examples
    │   │   ├── CMakeLists.txt
    │   │   ├── RunMission.cs
    │   │   └── install_files
    │   │   │   ├── App.config
    │   │   │   ├── Properties
    │   │   │       └── AssemblyInfo.cs
    │   │   │   ├── RunMission.csproj
    │   │   │   └── RunMission.sln
    │   ├── Cpp_examples
    │   │   ├── CMakeLists.txt
    │   │   ├── CMakeLists.txt.in
    │   │   └── run_mission.cpp
    │   ├── Java_examples
    │   │   ├── CMakeLists.txt
    │   │   └── JavaExamples_run_mission.java
    │   └── Python_examples
    │   │   ├── ALE_HAC.py
    │   │   ├── CMakeLists.txt
    │   │   ├── MazeRunner.py
    │   │   ├── MultiMaze.py
    │   │   ├── Tutorial.odt
    │   │   ├── Tutorial.pdf
    │   │   ├── agent_visibility_test.py
    │   │   ├── animation_test.py
    │   │   ├── block_type_test.py
    │   │   ├── braitenberg_simulation.py
    │   │   ├── build_test.py
    │   │   ├── cart_test.py
    │   │   ├── chat_reward.py
    │   │   ├── chunk_test.py
    │   │   ├── craft_work.py
    │   │   ├── decision_tree_test.py
    │   │   ├── default_world_test.py
    │   │   ├── depth_map_runner.py
    │   │   ├── discrete_3d_test.py
    │   │   ├── drawing_test.py
    │   │   ├── file_test.py
    │   │   ├── hit_test.py
    │   │   ├── human_action.py
    │   │   ├── inventory_test.py
    │   │   ├── malmoutils.py
    │   │   ├── manual_input_test.py
    │   │   ├── mission_quit_command_example.py
    │   │   ├── mob_fun.py
    │   │   ├── mob_zoo.py
    │   │   ├── mouse_steering_test.py
    │   │   ├── moving_target_test.py
    │   │   ├── multi_agent_test.py
    │   │   ├── note_block_test.py
    │   │   ├── overclock_test.py
    │   │   ├── patchwork_quilt.py
    │   │   ├── quit_from_reaching_position_test.py
    │   │   ├── radar_test.py
    │   │   ├── render_speed_test.py
    │   │   ├── reward_for_discarding_items_test.py
    │   │   ├── reward_for_items_test.py
    │   │   ├── reward_for_mission_end_test.py
    │   │   ├── robust_frames.py
    │   │   ├── run_mission.py
    │   │   ├── sample_missions_loader.py
    │   │   ├── tabular_q_learning.py
    │   │   ├── team_reward_test.py
    │   │   ├── teleport_test.py
    │   │   ├── to_string_test.py
    │   │   ├── tsp_race.py
    │   │   ├── turn_based_test.py
    │   │   ├── tutorial_1.py
    │   │   ├── tutorial_2.py
    │   │   ├── tutorial_3.py
    │   │   ├── tutorial_4.py
    │   │   ├── tutorial_4_solved.py
    │   │   ├── tutorial_5.py
    │   │   ├── tutorial_5_solved.py
    │   │   ├── tutorial_6.py
    │   │   ├── tutorial_6.xml
    │   │   ├── tutorial_7.py
    │   │   ├── tutorial_8.py
    │   │   ├── two_diggers.py
    │   │   └── use_file.py
    ├── src
    │   ├── ALEAgentHost.cpp
    │   ├── ALEAgentHost.h
    │   ├── AgentHost.cpp
    │   ├── AgentHost.h
    │   ├── ArgumentParser.cpp
    │   ├── ArgumentParser.h
    │   ├── BmpFrameWriter.cpp
    │   ├── BmpFrameWriter.h
    │   ├── CMakeLists.txt
    │   ├── CSharpWrapper
    │   │   ├── AssemblyInfo.cs.in
    │   │   ├── CMakeLists.txt
    │   │   └── MalmoNETNative.i
    │   ├── ClientConnection.cpp
    │   ├── ClientConnection.h
    │   ├── ClientInfo.cpp
    │   ├── ClientInfo.h
    │   ├── ClientPool.cpp
    │   ├── ClientPool.h
    │   ├── ErrorCodeSync.cpp
    │   ├── ErrorCodeSync.h
    │   ├── FindSchemaFile.cpp
    │   ├── FindSchemaFile.h
    │   ├── JavaWrapper
    │   │   ├── CMakeLists.txt
    │   │   ├── MalmoJava.i
    │   │   └── boost_ptime.i
    │   ├── Logger.cpp
    │   ├── Logger.h
    │   ├── MissionEndedXML.cpp
    │   ├── MissionEndedXML.h
    │   ├── MissionInitSpec.cpp
    │   ├── MissionInitSpec.h
    │   ├── MissionInitXML.cpp
    │   ├── MissionInitXML.h
    │   ├── MissionRecord.cpp
    │   ├── MissionRecord.h
    │   ├── MissionRecordSpec.cpp
    │   ├── MissionRecordSpec.h
    │   ├── MissionSpec.cpp
    │   ├── MissionSpec.h
    │   ├── ParameterSet.cpp
    │   ├── ParameterSet.h
    │   ├── PosixFrameWriter.cpp
    │   ├── PosixFrameWriter.h
    │   ├── PythonWrapper
    │   │   ├── CMakeLists.txt
    │   │   └── python_module.cpp
    │   ├── RewardXML.cpp
    │   ├── RewardXML.h
    │   ├── StringServer.cpp
    │   ├── StringServer.h
    │   ├── TCPClient.cpp
    │   ├── TCPClient.h
    │   ├── TCPConnection.cpp
    │   ├── TCPConnection.h
    │   ├── TCPServer.cpp
    │   ├── TCPServer.h
    │   ├── Tarball.hpp
    │   ├── TimestampedReward.cpp
    │   ├── TimestampedReward.h
    │   ├── TimestampedString.cpp
    │   ├── TimestampedString.h
    │   ├── TimestampedUnsignedCharVector.h
    │   ├── TimestampedVideoFrame.cpp
    │   ├── TimestampedVideoFrame.h
    │   ├── VideoFrameWriter.cpp
    │   ├── VideoFrameWriter.h
    │   ├── VideoServer.cpp
    │   ├── VideoServer.h
    │   ├── WindowsFrameWriter.cpp
    │   ├── WindowsFrameWriter.h
    │   ├── WorldState.cpp
    │   ├── WorldState.h
    │   └── XMLParseException.h
    └── test
    │   ├── CMakeLists.txt
    │   ├── CSharpTests
    │       ├── CMakeLists.txt
    │       ├── test_ALE_built.cs
    │       ├── test_agent_host.cs
    │       ├── test_argument_parser.cs
    │       ├── test_mission.cs
    │       └── test_parameter_set.cs
    │   ├── CppTests
    │       ├── CMakeLists.txt
    │       ├── create_tcp_server.cpp
    │       ├── test_ALE_built.cpp
    │       ├── test_agent_host.cpp
    │       ├── test_argument_parser.cpp
    │       ├── test_client_server.cpp
    │       ├── test_mission.cpp
    │       ├── test_parameter_set.cpp
    │       ├── test_persistence.cpp
    │       ├── test_string_server.cpp
    │       ├── test_video_server.cpp
    │       └── test_video_writer.cpp
    │   ├── JavaTests
    │       ├── CMakeLists.txt
    │       ├── test_ALE_built.java
    │       ├── test_agent_host.java
    │       ├── test_argument_parser.java
    │       ├── test_mission.java
    │       ├── test_parameter_set.java
    │       └── test_wrapping.java
    │   └── PythonTests
    │       ├── CMakeLists.txt
    │       ├── test_ALE_built.py
    │       ├── test_agent_host.py
    │       ├── test_argument_parser.py
    │       ├── test_malmoutils.py
    │       ├── test_mission.py
    │       ├── test_parameter_set.py
    │       └── test_wrapping.py
├── MalmoEnv
    ├── README.md
    ├── malmoenv
    │   ├── __init__.py
    │   ├── bootstrap.py
    │   ├── commands.py
    │   ├── comms.py
    │   ├── core.py
    │   └── version.py
    ├── missions
    │   ├── attic.xml
    │   ├── buildbattle.xml
    │   ├── catchthemob.xml
    │   ├── cliffwalking.xml
    │   ├── defaultflatworld.xml
    │   ├── defaultworld.xml
    │   ├── eating.xml
    │   ├── findthegoal.xml
    │   ├── mazerunner.xml
    │   ├── mobchase.xml
    │   ├── mobchase_single_agent.xml
    │   ├── mobchase_three_agents.xml
    │   ├── mobchase_two_agents.xml
    │   ├── obstacles.xml
    │   ├── treasurehunt.xml
    │   ├── trickyarena.xml
    │   └── vertical.xml
    ├── package.py
    ├── package.sh
    ├── run.py
    ├── runmultiagent.py
    ├── setup.py
    ├── test
    │   └── test_quit_from_reaching_position.py
    └── video_run.py
├── Minecraft
    ├── CMakeLists.txt
    ├── CREDITS-fml.txt
    ├── LICENSE-new.txt
    ├── MinecraftForge-Credits.txt
    ├── Minecraft_Client.launch
    ├── Paulscode IBXM Library License.txt
    ├── Paulscode SoundSystem CodecIBXM License.txt
    ├── README.txt
    ├── build.gradle
    ├── eclipse-ORIGINAL
    │   └── .metadata
    │   │   └── .plugins
    │   │       ├── org.eclipse.core.resources
    │   │           ├── .projects
    │   │           │   └── MDKExample
    │   │           │   │   └── .location
    │   │           └── .root
    │   │           │   └── 0.tree
    │   │       ├── org.eclipse.debug.core
    │   │           └── .launches
    │   │           │   └── Server.launch
    │   │       └── org.eclipse.debug.ui
    │   │           └── launchConfigurationHistory.xml
    ├── gradle
    │   └── wrapper
    │   │   ├── gradle-wrapper.jar
    │   │   └── gradle-wrapper.properties
    ├── gradlew
    ├── gradlew.bat
    ├── launchClient.bat
    ├── launchClient.sh
    ├── launch_minecraft_in_background.py
    ├── run
    │   ├── options.txt
    │   └── readme.txt
    └── src
    │   └── main
    │       ├── java
    │           └── com
    │           │   └── microsoft
    │           │       └── Malmo
    │           │           ├── Client
    │           │               ├── ClientState.java
    │           │               ├── ClientStateMachine.java
    │           │               ├── InternalKey.java
    │           │               ├── KeyManager.java
    │           │               ├── MalmoEnvServer.java
    │           │               ├── MalmoModClient.java
    │           │               ├── VideoHook.java
    │           │               └── VideoProducedObserver.java
    │           │           ├── EpisodeEventWrapper.java
    │           │           ├── IState.java
    │           │           ├── MalmoMod.java
    │           │           ├── MalmoModGuiOptions.java
    │           │           ├── MissionHandlerInterfaces
    │           │               ├── IAudioProducer.java
    │           │               ├── ICommandHandler.java
    │           │               ├── IObservationProducer.java
    │           │               ├── IRewardProducer.java
    │           │               ├── IVideoProducer.java
    │           │               ├── IWantToQuit.java
    │           │               ├── IWorldDecorator.java
    │           │               └── IWorldGenerator.java
    │           │           ├── MissionHandlers
    │           │               ├── AbsoluteMovementCommandsImplementation.java
    │           │               ├── AgentQuitFromCatchingMobImplementation.java
    │           │               ├── AgentQuitFromCollectingItemImplementation.java
    │           │               ├── AgentQuitFromCollectingItemQuantityImplementation.java
    │           │               ├── AgentQuitFromCraftingItemImplementation.java
    │           │               ├── AgentQuitFromPossessingItemImplementation.java
    │           │               ├── AgentQuitFromReachingCommandQuotaImplementation.java
    │           │               ├── AgentQuitFromReachingPositionImplementation.java
    │           │               ├── AgentQuitFromSmeltingItemImplementation.java
    │           │               ├── AgentQuitFromTimeUpImplementation.java
    │           │               ├── AgentQuitFromTouchingBlockTypeImplementation.java
    │           │               ├── AnimationDecoratorImplementation.java
    │           │               ├── BiomeGeneratorImplementation.java
    │           │               ├── BuildBattleDecoratorImplementation.java
    │           │               ├── ChatCommandsImplementation.java
    │           │               ├── ClassroomDecoratorImplementation.java
    │           │               ├── ColourMapProducerImplementation.java
    │           │               ├── CommandBase.java
    │           │               ├── CommandForAttackAndUseImplementation.java
    │           │               ├── CommandForHotBarKeysImplementation.java
    │           │               ├── CommandForKey.java
    │           │               ├── CommandForWheeledRobotNavigationImplementation.java
    │           │               ├── CommandGroup.java
    │           │               ├── ContinuousMovementCommandsImplementation.java
    │           │               ├── DefaultWorldGeneratorImplementation.java
    │           │               ├── DepthProducerImplementation.java
    │           │               ├── DiscreteMovementCommandsImplementation.java
    │           │               ├── DrawingDecoratorImplementation.java
    │           │               ├── FileWorldGeneratorImplementation.java
    │           │               ├── FlatWorldGeneratorImplementation.java
    │           │               ├── HandlerBase.java
    │           │               ├── HumanLevelCommandsImplementation.java
    │           │               ├── InventoryCommandsImplementation.java
    │           │               ├── LuminanceProducerImplementation.java
    │           │               ├── MazeDecoratorImplementation.java
    │           │               ├── MissionBehaviour.java
    │           │               ├── MissionQuitCommandsImplementation.java
    │           │               ├── MovingTargetDecoratorImplementation.java
    │           │               ├── MultidimensionalReward.java
    │           │               ├── NavigationDecoratorImplementation.java
    │           │               ├── NearbyCraftCommandsImplementation.java
    │           │               ├── NearbySmeltCommandsImplementation.java
    │           │               ├── ObservationFromChatImplementation.java
    │           │               ├── ObservationFromCompassImplementation.java
    │           │               ├── ObservationFromComposite.java
    │           │               ├── ObservationFromDiscreteCellImplementation.java
    │           │               ├── ObservationFromDistanceImplementation.java
    │           │               ├── ObservationFromFullInventoryImplementation.java
    │           │               ├── ObservationFromFullStatsImplementation.java
    │           │               ├── ObservationFromGridImplementation.java
    │           │               ├── ObservationFromHotBarImplementation.java
    │           │               ├── ObservationFromHumanImplementation.java
    │           │               ├── ObservationFromNearbyEntitiesImplementation.java
    │           │               ├── ObservationFromRayImplementation.java
    │           │               ├── ObservationFromRecentCommandsImplementation.java
    │           │               ├── ObservationFromServer.java
    │           │               ├── ObservationFromSubgoalPositionListImplementation.java
    │           │               ├── ObservationFromSystemImplementation.java
    │           │               ├── ObservationFromTurnSchedulerImplementation.java
    │           │               ├── PlaceCommandsImplementation.java
    │           │               ├── QuitFromComposite.java
    │           │               ├── QuitFromTimeUpBase.java
    │           │               ├── RewardBase.java
    │           │               ├── RewardForCatchingMobImplementation.java
    │           │               ├── RewardForCollectingItemImplementation.java
    │           │               ├── RewardForCollectingItemQuantityImplementation.java
    │           │               ├── RewardForCraftingItemImplementation.java
    │           │               ├── RewardForDamagingEntityImplementation.java
    │           │               ├── RewardForDiscardingItemImplementation.java
    │           │               ├── RewardForItemBase.java
    │           │               ├── RewardForMissionEndImplementation.java
    │           │               ├── RewardForPossessingItemImplementation.java
    │           │               ├── RewardForReachingPositionImplementation.java
    │           │               ├── RewardForSendingCommandImplementation.java
    │           │               ├── RewardForSendingMatchingChatMessageImplementation.java
    │           │               ├── RewardForSmeltingItemImplementation.java
    │           │               ├── RewardForStructureCopyingImplementation.java
    │           │               ├── RewardForTimeTakenImplementation.java
    │           │               ├── RewardForTouchingBlockTypeImplementation.java
    │           │               ├── RewardFromTeamImplementation.java
    │           │               ├── RewardGroup.java
    │           │               ├── ServerQuitFromTimeUpImplementation.java
    │           │               ├── ServerQuitWhenAnyAgentFinishesImplementation.java
    │           │               ├── SimpleCraftCommandsImplementation.java
    │           │               ├── SnakeDecoratorImplementation.java
    │           │               ├── TurnBasedCommandsImplementation.java
    │           │               ├── VideoProducerImplementation.java
    │           │               └── WorldFromComposite.java
    │           │           ├── OverclockingClassTransformer.java
    │           │           ├── OverclockingPlugin.java
    │           │           ├── Schemas
    │           │               ├── .gitignore
    │           │               └── README.txt
    │           │           ├── Server
    │           │               ├── MalmoModServer.java
    │           │               ├── ServerState.java
    │           │               └── ServerStateMachine.java
    │           │           ├── StateEpisode.java
    │           │           ├── StateMachine.java
    │           │           ├── TestLogHandler.java
    │           │           └── Utils
    │           │               ├── AddressHelper.java
    │           │               ├── AnimationDrawingHelper.java
    │           │               ├── AuthenticationHelper.java
    │           │               ├── BlockDrawingHelper.java
    │           │               ├── CraftingHelper.java
    │           │               ├── Discrete.java
    │           │               ├── EnvironmentHelper.java
    │           │               ├── EvaluationHelper.java
    │           │               ├── JSONWorldDataHelper.java
    │           │               ├── MapFileHelper.java
    │           │               ├── MinecraftTypeHelper.java
    │           │               ├── PositionHelper.java
    │           │               ├── SchemaHelper.java
    │           │               ├── ScoreHelper.java
    │           │               ├── ScreenHelper.java
    │           │               ├── TCPInputPoller.java
    │           │               ├── TCPSocketChannel.java
    │           │               ├── TCPUtils.java
    │           │               ├── TextureHelper.java
    │           │               └── TimeHelper.java
    │       └── resources
    │           ├── .gitignore
    │           ├── README.txt
    │           ├── annotate.fsh
    │           ├── annotate.vsh
    │           ├── assets
    │               └── MalmoMod
    │               │   └── lang
    │               │       └── en_US.lang
    │           ├── lum.fsh
    │           ├── lum.vsh
    │           └── mcmod.info
├── README.md
├── SECURITY.md
├── Schemas
    ├── CMakeLists.txt
    ├── MinecraftBlocks.txt
    ├── MinecraftItems.txt
    ├── Mission.xsd
    ├── Mission.xsd.in
    ├── MissionEnded.xsd
    ├── MissionEnded.xsd.in
    ├── MissionHandlers.xsd
    ├── MissionHandlers.xsd.in
    ├── MissionInit.xsd
    ├── MissionInit.xsd.in
    ├── Types.xsd
    ├── Types.xsd.in
    ├── items.json
    └── links.xml
├── VERSION
├── changelog.txt
├── cmake
    └── FindALE.cmake
├── doc
    ├── CMakeLists.txt
    ├── Doxyfile.in
    ├── build_linux.md
    ├── build_macosx.md
    ├── build_windows.md
    ├── cmake_readme.md
    ├── install_linux.md
    ├── install_macosx.md
    ├── install_readme.md
    ├── install_windows.md
    ├── install_windows_manual.md
    ├── jar_readme.md
    └── readme.html
├── malmo.properties
├── sample_missions
    ├── CMakeLists.txt
    ├── MalmoMissionTable_CurrentTasks_2016_06_14.docx
    ├── MalmoMissionTable_CurrentTasks_2016_06_14.pdf
    ├── classroom
    │   ├── attic.xml
    │   ├── basic.xml
    │   ├── complexity_usage.xml
    │   ├── hard.xml
    │   ├── medium.xml
    │   ├── obstacles.xml
    │   ├── simpleRoomMaze.xml
    │   └── vertical.xml
    ├── cliff_walking_1.xml
    ├── default_flat_1.xml
    ├── default_world_1.xml
    ├── eating_1.xml
    ├── inventory_handlers.xml
    ├── mazes
    │   ├── maze_1.xml
    │   └── maze_2.xml
    ├── readme.md
    ├── roommaze.xml
    ├── tricky_arena_1.xml
    └── validate.py
└── scripts
    ├── CMakeLists.txt
    ├── docker
        ├── build.sh
        ├── build_centos7_python3.dockerfile
        ├── build_console_ubuntu1604_python3.dockerfile
        ├── build_debian8_python3.dockerfile
        ├── build_debian9_python3.dockerfile
        ├── build_fedora26_python3.dockerfile
        ├── build_ubuntu1604_python3.dockerfile
        ├── build_ubuntu1804_python3.dockerfile
        ├── centos5.yum.repos.d
        │   └── CentOS-Base.repo
        ├── console_startup.sh
        ├── install_console_ubuntu1604_python3.dockerfile
        ├── manylinux.dockerfile
        ├── manylinux_py36.dockerfile
        ├── xfce4-desktop.xml
        └── xpra.conf
    ├── malmo_build.ps1
    ├── malmo_build.sh
    ├── malmo_install.ps1
    ├── pslib
        └── malmo_lib.psm1
    ├── python-wheel
        ├── HOWTO
        ├── README.md
        ├── backwards-compatible-imports
        │   ├── MalmoPython.py
        │   └── malmoutils.py
        ├── linux_macos_wheel.sh
        ├── package
        │   ├── MANIFEST.in
        │   ├── malmo
        │   │   ├── __init__.py
        │   │   ├── __main__.py
        │   │   ├── dummy.c
        │   │   └── minecraftbootstrap.py
        │   ├── setup.cfg
        │   └── setup.py
        └── windows_wheel.bat
    ├── scoring
        └── score.py
    └── tools
        ├── CMakeLists.txt
        ├── depth_map_parser.py
        ├── frame_rate_plotter.py
        └── readme.md


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