├── .gitignore ├── README.md ├── options ├── __init__.py ├── experiments │ ├── __init__.py │ ├── planning_experiments.py │ ├── rl_experiments.py │ └── util.py ├── graph │ ├── __init__.py │ ├── asymmetric_k_center.py │ ├── cover_time.py │ ├── matching.py │ ├── random_graph.py │ ├── restricted_shortest_path.py │ ├── set_cover.py │ ├── spectrum.py │ ├── steiner_tree.py │ └── union_find.py ├── option_generation │ ├── MIMO.py │ ├── MOMI.py │ ├── ValueIterationClass.py │ ├── ValueIterationDist.py │ ├── __init__.py │ ├── betweenness_options.py │ ├── eigenoptions.py │ ├── fiedler_options.py │ ├── util.py │ └── vi_distance.py ├── tasks │ ├── 4x4grid.txt │ ├── 5x5grid.txt │ ├── 9x9grid.txt │ ├── 9x9grid1.txt │ ├── 9x9grid2.txt │ ├── Parr.txt │ ├── ParrDown.txt │ ├── ParrL1.txt │ ├── ParrL2.txt │ ├── ParrL3.txt │ ├── ParrL4.txt │ ├── ParrL5.txt │ ├── ParrL6.txt │ ├── ParrL7.txt │ ├── ParrLeft.txt │ ├── ParrRight.txt │ ├── ParrUp.txt │ ├── ParrWall.txt │ ├── Track1.txt │ ├── Track1.txt~ │ ├── Track2.txt │ ├── Track3.txt │ ├── fourroom.txt │ ├── fourroom2.txt │ ├── fourroom3.txt │ ├── fourroom4.txt │ ├── tworoom.txt │ └── u.txt └── util.py └── simple_rl ├── LICENSE ├── __init__.py ├── _version.py ├── abstraction ├── AbstractValueIterationClass.py ├── AbstractionWrapperClass.py ├── OnlineAbstractionWrapperClass.py ├── __init__.py ├── action_abs │ ├── ActionAbstractionClass.py │ ├── ClassifierPredicate.py │ ├── InListPredicateClass.py │ ├── IntrinsitcMDP.py │ ├── OptionClass.py │ ├── PolicyClass.py │ ├── PolicyFromDictClass.py │ ├── PredicateClass.py │ ├── __init__.py │ ├── aa_helpers.py │ └── aa_visuals.py ├── state_abs │ ├── ProbStateAbstractionClass.py │ ├── StateAbstractionClass.py │ ├── __init__.py │ ├── indicator_funcs.py │ └── sa_helpers.py └── state_action_abstr_mdp │ ├── RewardFuncClass.py │ ├── TransitionFuncClass.py │ ├── __init__.py │ └── abstr_mdp_funcs.py ├── agents ├── AgentClass.py ├── BeliefAgentClass.py ├── DelayedQAgentClass.py ├── DoubleQAgentClass.py ├── FixedPolicyAgentClass.py ├── QLearningAgentClass.py ├── RMaxAgentClass.py ├── RandomAgentClass.py ├── RandomContAgentClass.py ├── __init__.py ├── bandits │ ├── LinUCBAgentClass.py │ └── __init__.py └── func_approx │ ├── ActorNetwork.py │ ├── CriticNetwork │ ├── CriticNetwork.py │ ├── DDPGAgentClass.py │ ├── DQNAgentClass.py │ ├── DQNAgent_atari.py │ ├── ExperienceBuffer.py │ ├── Features.py │ ├── GradientBoostingAgentClass.py │ ├── LICENSE │ ├── LinearQAgentClass.py │ ├── __init__.py │ └── util.py ├── experiments ├── ExperimentClass.py ├── ExperimentParametersClass.py └── __init__.py ├── mdp ├── MDPClass.py ├── MDPDistributionClass.py ├── StateClass.py ├── __init__.py ├── markov_game │ ├── MarkovGameMDPClass.py │ └── __init__.py └── oomdp │ ├── OOMDPClass.py │ ├── OOMDPObjectClass.py │ ├── OOMDPStateClass.py │ └── __init__.py ├── planning ├── BeliefSparseSamplingClass.py ├── BoundedRTDPClass.py ├── MCTSClass.py ├── PlannerClass.py ├── ValueIterationClass.py ├── ValueIterationOptionClass.py └── __init__.py ├── pomdp ├── BeliefMDPClass.py ├── BeliefStateClass.py ├── BeliefUpdaterClass.py ├── POMDPClass.py └── __init__.py ├── run_experiments.py ├── tasks ├── __init__.py ├── bandit │ ├── BanditMDPClass.py │ └── __init__.py ├── chain │ ├── ChainMDPClass.py │ ├── ChainStateClass.py │ └── __init__.py ├── cleanup │ ├── CleanupMDPClass.py │ ├── __init__.py │ ├── cleanup_block.py │ ├── cleanup_door.py │ ├── cleanup_room.py │ ├── cleanup_state.py │ ├── cleanup_task.py │ └── cleanup_visualizer.py ├── combo_lock │ ├── ComboLockMDPClass.py │ └── __init__.py ├── dev_rock_sample │ ├── RockSampleMDPClass.py │ └── __init__.py ├── four_room │ ├── FourRoomMDPClass.py │ └── __init__.py ├── gather │ ├── GatherMDPClass.py │ ├── GatherStateClass.py │ └── __init__.py ├── grid_game │ ├── GridGameMDPClass.py │ ├── GridGameStateClass.py │ └── __init__.py ├── grid_world │ ├── GridWorldMDPClass.py │ ├── GridWorldStateClass.py │ ├── __init__.py │ ├── grid_visualizer.py │ └── txt_grids │ │ ├── hierarch_rooms.txt │ │ ├── octogrid.txt │ │ └── pblocks_grid.txt ├── gym │ ├── GymMDPClass.py │ ├── GymStateClass.py │ ├── __init__.py │ └── environments │ │ ├── __init__.py │ │ ├── ant.py │ │ ├── ant_maze_env.py │ │ ├── assets │ │ ├── ant.xml │ │ └── point.xml │ │ ├── create_maze_env.py │ │ ├── maze_env.py │ │ ├── maze_env_utils.py │ │ ├── point.py │ │ └── point_maze_env.py ├── hanoi │ ├── HanoiMDPClass.py │ └── __init__.py ├── maze_1d │ ├── Maze1DPOMDPClass.py │ ├── Maze1DStateClass.py │ └── __init__.py ├── navigation │ ├── NavigationMDP.py │ ├── Usage_NavigationMDP.ipynb │ └── __init__.py ├── pinball │ ├── PinballConfigs │ │ ├── pinball_box.cfg │ │ ├── pinball_empty.cfg │ │ ├── pinball_hard_single.cfg │ │ ├── pinball_medium.cfg │ │ ├── pinball_medium_gp1.cfg │ │ ├── pinball_medium_gp1.cfg~ │ │ └── pinball_simple_single.cfg │ ├── PinballMDPClass.py │ └── PinballStateClass.py ├── point_env │ ├── PointEnvMDPClass.py │ ├── PointEnvStateClass.py │ └── asset │ │ ├── common │ │ ├── materials.xml │ │ ├── skybox.xml │ │ └── visual.xml │ │ └── point_mass.xml ├── prisoners │ ├── PrisonersDilemmaMDPClass.py │ └── __init__.py ├── puddle │ ├── PuddleMDPClass.py │ └── __init__.py ├── race_track │ ├── RaceTrackMDPClass.py │ ├── RaceTrackStateClass.py │ ├── __init__.py │ └── txt_grids │ │ ├── hierarch_rooms.txt │ │ ├── octogrid.txt │ │ └── pblocks_grid.txt ├── random │ ├── RandomMDPClass.py │ ├── RandomStateClass.py │ └── __init__.py ├── rock_paper_scissors │ ├── RockPaperScissorsMDPClass.py │ └── __init__.py ├── taxi │ ├── TaxiOOMDPClass.py │ ├── TaxiStateClass.py │ ├── __init__.py │ ├── taxi_helpers.py │ └── taxi_visualizer.py └── trench │ ├── TrenchOOMDPClass.py │ ├── TrenchOOMDPState.py │ └── __init__.py └── utils ├── __init__.py ├── additional_datastructures.py ├── chart_utils.py ├── make_mdp.py └── mdp_visualizer.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *.py~ 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