A B C D E F G H I J K L M N O P Q R S T U V W X Y Z

F

failReward - Variable in class burlap.behavior.singleagent.options.support.LocalSubgoalRF

Defines the reward returned for transitions to states in which the option is not applicable; default -Double.MAX_VALUE

fd - Variable in class burlap.behavior.singleagent.vfa.common.FDFeatureVectorGenerator

fd - Variable in class burlap.domain.singleagent.frostbite.FrostbiteVisualizer.AgentPainter

fd - Variable in class burlap.domain.singleagent.frostbite.FrostbiteVisualizer.IglooPainter

fd - Variable in class burlap.domain.singleagent.frostbite.FrostbiteVisualizer.PlatformPainter

FDFeatureVectorGenerator - Class in burlap.behavior.singleagent.vfa.common

A wrapper for turning the features from a FeatureDatabase into a double array.

FDFeatureVectorGenerator(FeatureDatabase) - Constructor for class burlap.behavior.singleagent.vfa.common.FDFeatureVectorGenerator

Initializes.

FEATURE_EXPECTATION_SAMPLES - Static variable in class burlap.behavior.singleagent.learnfromdemo.apprenticeship.ApprenticeshipLearning

featureDatabase - Variable in class burlap.behavior.singleagent.learning.lspi.LSPI

The state feature database on which the linear VFA is performed

featureDatabase - Variable in class burlap.behavior.singleagent.vfa.common.LinearVFA

A feature database for which a unique function weight will be associated

FeatureDatabase - Interface in burlap.behavior.singleagent.vfa

An interface for defining a database of state features that can be returned for any given input state or input state-action pair.

featureGenerator - Variable in class burlap.behavior.singleagent.learnfromdemo.apprenticeship.ApprenticeshipLearningRequest

The state feature generator that turns a state into a feature vector on which the reward function is assumed to be modeled

features - Variable in class burlap.behavior.singleagent.vfa.ActionFeaturesQuery

The list of state features associated with this action.

featuresAreForNextState - Variable in class burlap.behavior.singleagent.learnfromdemo.mlirl.commonrfs.LinearStateDifferentiableRF

Whether features are based on the next state or previous state.

featuresForQuery(GroundedAction) - Method in class burlap.behavior.singleagent.vfa.ActionFeaturesQuery

Indicates whether this association is for a given action.

featureVectorGenerator - Variable in class burlap.behavior.singleagent.vfa.cmac.FVCMACFeatureDatabase

The generator that turns OO-MDP state objects into state feature vectors.

featureVectorGenerator - Variable in class burlap.behavior.singleagent.vfa.fourier.FourierBasis

The OO-MDP State to feature vector/variable generator.

featureWiseMap - Variable in class burlap.behavior.learningrate.ExponentialDecayLR

The state feature dependent or state feature-action dependent learning rates

featureWiseMap - Variable in class burlap.behavior.learningrate.SoftTimeInverseDecayLR

The state feature dependent or state feature-action dependent learning rate time indicies

fillColor - Variable in class burlap.behavior.singleagent.auxiliary.valuefunctionvis.common.ArrowActionGlyph

The color of the arrow

findReachableStatesAndEnumerate(State) - Method in class burlap.behavior.singleagent.auxiliary.StateEnumerator

Finds all states that are reachable from an input state and enumerates them

findReachableStatesAndEnumerate(State, TerminalFunction) - Method in class burlap.behavior.singleagent.auxiliary.StateEnumerator

Finds all states that are reachable from an input state and enumerates them.

finished - Variable in class burlap.shell.command.env.EpisodeRecordingCommands

fireAllAverages() - Method in class burlap.behavior.singleagent.auxiliary.performance.PerformancePlotter.AgentDatasets

Causes all average trial data series to tell their plots that they've updated and need to be refreshed

fireAllAverages() - Method in class burlap.behavior.stochasticgames.auxiliary.performance.MultiAgentPerformancePlotter.AgentDatasets

Causes all average trial data series to tell their plots that they've updated and need to be refreshed

FittedVI - Class in burlap.behavior.singleagent.planning.vfa.fittedvi

A class for performing Fitted Value Iteration [1].

FittedVI(Domain, RewardFunction, TerminalFunction, double, SupervisedVFA, int, double, int) - Constructor for class burlap.behavior.singleagent.planning.vfa.fittedvi.FittedVI

Initializes.

FittedVI(Domain, RewardFunction, TerminalFunction, double, SupervisedVFA, List<State>, int, double, int) - Constructor for class burlap.behavior.singleagent.planning.vfa.fittedvi.FittedVI

Initializes.

FittedVI.VFAVInit - Class in burlap.behavior.singleagent.planning.vfa.fittedvi

A class for ValueFunctionInitialization that always points to the outer class's current value function approximation.

FittedVI.VFAVInit() - Constructor for class burlap.behavior.singleagent.planning.vfa.fittedvi.FittedVI.VFAVInit

FixedSizeImmutableState - Class in burlap.oomdp.core.states

The FixedSizeImmutableState is an ImmutableState class that will only allow you to set attribute values of specific objects, and assumes that objects themselves remain in the state.

FixedSizeImmutableState(State) - Constructor for class burlap.oomdp.core.states.FixedSizeImmutableState

Constructs an immutable copy from any state object.

FixedSizeImmutableState(ImmutableList<ImmutableObjectInstance>, TObjectIntHashMap<String>, ImmutableList<TIntArrayList>, TObjectIntHashMap<String>, int) - Constructor for class burlap.oomdp.core.states.FixedSizeImmutableState

FixedSizeStateHashableStateFactory - Class in burlap.oomdp.statehashing

This is a hash factory specifically for FixedSizeImmutableStates.

FixedSizeStateHashableStateFactory(boolean, FixedSizeImmutableState) - Constructor for class burlap.oomdp.statehashing.FixedSizeStateHashableStateFactory

FLimtedDFS(PrioritizedSearchNode, double, double) - Method in class burlap.behavior.singleagent.planning.deterministic.informed.astar.IDAStar

Recursive method to perform A* up to a f-score depth

floorSegment(int[][], int, int, int) - Static method in class burlap.domain.singleagent.blockdude.BlockDudeLevelConstructor

followAndRecordPolicy(Environment, EpisodeAnalysis) - Method in class burlap.behavior.policy.Policy

Follows this policy for one time step in the provided Environment and records the interaction in the provided EpisodeAnalysis object.

followAndRecordPolicy(EpisodeAnalysis, State, RewardFunction) - Method in class burlap.behavior.policy.Policy

Follows this policy for one time step from the provided State and records the interaction in the provided EpisodeAnalysis object.

forceMDPPlanningFromAllStates() - Method in class burlap.behavior.singleagent.pomdp.qmdp.QMDP

Calls the Planner.planFromState(burlap.oomdp.core.states.State) method on all states defined in the POMDP.

forgetPreviousPlanResults - Variable in class burlap.behavior.singleagent.learnfromdemo.mlirl.differentiableplanners.DifferentiableSparseSampling

Whether previous planning results should be forgotten or reused; default is reused (false).

forgetPreviousPlanResults - Variable in class burlap.behavior.singleagent.planning.stochastic.sparsesampling.SparseSampling

Whether previous planning results should be forgetten or reused; default is reused (false).

forwardMaxProbability - Variable in class burlap.behavior.singleagent.planning.stochastic.valueiteration.PrioritizedSweeping.BPTR

The maximum probability tha the back node will transition to the implicitly defined forward state node.

fouierBasisFunctions - Variable in class burlap.behavior.singleagent.vfa.fourier.FourierBasisLearningRateWrapper

The Fourier basis functions that are used.

foundGoal - Variable in class burlap.behavior.singleagent.planning.stochastic.montecarlo.uct.UCT

foundGoalOnRollout - Variable in class burlap.behavior.singleagent.planning.stochastic.montecarlo.uct.UCT

foundReachableStates - Variable in class burlap.behavior.singleagent.learnfromdemo.mlirl.differentiableplanners.DifferentiableVI

Indicates whether the reachable states has been computed yet.

foundReachableStates - Variable in class burlap.behavior.singleagent.planning.stochastic.policyiteration.PolicyIteration

Indicates whether the reachable states has been computed yet.

foundReachableStates - Variable in class burlap.behavior.singleagent.planning.stochastic.valueiteration.ValueIteration

Indicates whether the reachable states has been computed yet.

FourierBasis - Class in burlap.behavior.singleagent.vfa.fourier

An implementation of Fourier Basis functions [1].

FourierBasis(StateToFeatureVectorGenerator, int) - Constructor for class burlap.behavior.singleagent.vfa.fourier.FourierBasis

Initializes.

FourierBasis(StateToFeatureVectorGenerator, int, int) - Constructor for class burlap.behavior.singleagent.vfa.fourier.FourierBasis

Initializes.

FourierBasisLearningRateWrapper - Class in burlap.behavior.singleagent.vfa.fourier

This LearningRate implementation provides a wrapper around a source LearningRate that should be used whenever using FourierBasis features with an algorithm like GradientDescentSarsaLam.

FourierBasisLearningRateWrapper(LearningRate, FourierBasis) - Constructor for class burlap.behavior.singleagent.vfa.fourier.FourierBasisLearningRateWrapper

Initializes.

freezeDatabaseState(boolean) - Method in class burlap.behavior.singleagent.vfa.cmac.CMACFeatureDatabase

freezeDatabaseState(boolean) - Method in class burlap.behavior.singleagent.vfa.cmac.FVCMACFeatureDatabase

freezeDatabaseState(boolean) - Method in class burlap.behavior.singleagent.vfa.common.FVToFeatureDatabase

freezeDatabaseState(boolean) - Method in interface burlap.behavior.singleagent.vfa.FeatureDatabase

Enable or disable the database from generating new features.

freezeDatabaseState(boolean) - Method in class burlap.behavior.singleagent.vfa.fourier.FourierBasis

freezeDatabaseState(boolean) - Method in class burlap.behavior.singleagent.vfa.rbf.FVRBFFeatureDatabase

freezeDatabaseState(boolean) - Method in class burlap.behavior.singleagent.vfa.rbf.RBFFeatureDatabase

freshStart - Variable in class burlap.behavior.stochasticgames.auxiliary.performance.MultiAgentPerformancePlotter

Indicates whether this observer has observed any outcomes yet.

fromInt(int) - Static method in enum burlap.behavior.singleagent.vfa.cmac.CMACFeatureDatabase.TilingArrangement

fromInt(int) - Static method in enum burlap.oomdp.core.Attribute.AttributeType

FrostbiteDomain - Class in burlap.domain.singleagent.frostbite

A simplified version of the classic Atari Frostbite domain.

FrostbiteDomain() - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain

FrostbiteDomain.ActionIdle - Class in burlap.domain.singleagent.frostbite

FrostbiteDomain.ActionIdle(String, Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.ActionIdle

Initializes the idle action.

FrostbiteDomain.IglooBuiltPF - Class in burlap.domain.singleagent.frostbite

FrostbiteDomain.IglooBuiltPF(String, Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.IglooBuiltPF

Initializes to be evaluated on an agent object.

FrostbiteDomain.InWaterPF - Class in burlap.domain.singleagent.frostbite

FrostbiteDomain.InWaterPF(String, Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.InWaterPF

Initializes to be evaluated on an agent object.

FrostbiteDomain.MovementAction - Class in burlap.domain.singleagent.frostbite

An action class for moving the agent.

FrostbiteDomain.MovementAction(String, Domain, double[]) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.MovementAction

Initializes for the given name, domain and actually direction probabilities the agent will go

FrostbiteDomain.OnIcePF - Class in burlap.domain.singleagent.frostbite

FrostbiteDomain.OnIcePF(String, Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.OnIcePF

Initializes to be evaluated on an agent object.

FrostbiteDomain.OnPlatformPF - Class in burlap.domain.singleagent.frostbite

FrostbiteDomain.OnPlatformPF(String, Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.OnPlatformPF

Initializes to be evaluated on an agent object and platform object.

FrostbiteDomain.PlatformActivePF - Class in burlap.domain.singleagent.frostbite

FrostbiteDomain.PlatformActivePF(String, Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteDomain.PlatformActivePF

Initializes to be evaluated on an agent object and platform object.

FrostbiteRF - Class in burlap.domain.singleagent.frostbite

FrostbiteRF(Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteRF

FrostbiteTF - Class in burlap.domain.singleagent.frostbite

FrostbiteTF(Domain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteTF

FrostbiteVisualizer - Class in burlap.domain.singleagent.frostbite

FrostbiteVisualizer() - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteVisualizer

FrostbiteVisualizer.AgentPainter - Class in burlap.domain.singleagent.frostbite

FrostbiteVisualizer.AgentPainter(FrostbiteDomain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteVisualizer.AgentPainter

FrostbiteVisualizer.IglooPainter - Class in burlap.domain.singleagent.frostbite

FrostbiteVisualizer.IglooPainter(FrostbiteDomain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteVisualizer.IglooPainter

FrostbiteVisualizer.PlatformPainter - Class in burlap.domain.singleagent.frostbite

FrostbiteVisualizer.PlatformPainter(FrostbiteDomain) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteVisualizer.PlatformPainter

FullActionModel - Interface in burlap.oomdp.singleagent

An interface to be used with Action objects that support returning the full Action transition dynamics.

FullActionModel.FullActionModelHelper - Class in burlap.oomdp.singleagent

A class with helper methods for working with actions that implement FullActionModel.

FullActionModel.FullActionModelHelper() - Constructor for class burlap.oomdp.singleagent.FullActionModel.FullActionModelHelper

fullBelmmanQValue(GroundedAction) - Method in class burlap.behavior.singleagent.planning.stochastic.sparsesampling.SparseSampling.StateNode

Computes the exact Q-value using full Bellman update with the actual transition dynamics.

fulldBellmanQEstimate(GroundedAction, DifferentiableSparseSampling.QAndQGradient) - Method in class burlap.behavior.singleagent.learnfromdemo.mlirl.differentiableplanners.DifferentiableSparseSampling.DiffStateNode

FunctionGradient - Interface in burlap.behavior.singleagent.vfa

An interface for defining and querying the gradient of a function.

FunctionGradient.PartialDerivative - Class in burlap.behavior.singleagent.vfa

A class for storing a partial derivative.

FunctionGradient.PartialDerivative(int, double) - Constructor for class burlap.behavior.singleagent.vfa.FunctionGradient.PartialDerivative

FunctionGradient.SparseGradient - Class in burlap.behavior.singleagent.vfa

A sparse FunctionGradient that only explicitly stores the partial derivative for parameters with non-zero partial derivatives.

FunctionGradient.SparseGradient() - Constructor for class burlap.behavior.singleagent.vfa.FunctionGradient.SparseGradient

Initializes with the gradient unspecified for any weights.

FunctionGradient.SparseGradient(int) - Constructor for class burlap.behavior.singleagent.vfa.FunctionGradient.SparseGradient

Initializes with the gradient unspecified, but reserves space for the given capacity

FVCMACFeatureDatabase - Class in burlap.behavior.singleagent.vfa.cmac

A feature database using CMACs [1] AKA Tiling Coding for states that are first converted into a feature vector.

FVCMACFeatureDatabase(StateToFeatureVectorGenerator) - Constructor for class burlap.behavior.singleagent.vfa.cmac.FVCMACFeatureDatabase

Initializes specifying the kind of state feature vector generator to use for turning OO-MDP states into feature vectors.

FVCMACFeatureDatabase.ActionFeatureID - Class in burlap.behavior.singleagent.vfa.cmac

A class for associating a GroundedAction with a feature id.

FVCMACFeatureDatabase.ActionFeatureID(GroundedAction, int) - Constructor for class burlap.behavior.singleagent.vfa.cmac.FVCMACFeatureDatabase.ActionFeatureID

FVDistanceMetric - Interface in burlap.behavior.singleagent.vfa.rbf

An interface for defining the distance between two states that are represented with double arrays.

FVEuclideanDistance - Class in burlap.behavior.singleagent.vfa.rbf.metrics

A distance metric; returns sqrt( sum_i (x_i - y_i)^2 )

FVEuclideanDistance() - Constructor for class burlap.behavior.singleagent.vfa.rbf.metrics.FVEuclideanDistance

FVGaussianRBF - Class in burlap.behavior.singleagent.vfa.rbf.functions

An FVRBF whose response is dictated by a Gaussian kernel.

FVGaussianRBF(double[], FVDistanceMetric, double) - Constructor for class burlap.behavior.singleagent.vfa.rbf.functions.FVGaussianRBF

Initializes.

FVGaussianRBF(double[], double) - Constructor for class burlap.behavior.singleagent.vfa.rbf.functions.FVGaussianRBF

Initializes using an FVEuclideanDistance distance metric.

fvGen - Variable in class burlap.behavior.singleagent.learnfromdemo.mlirl.commonrfs.LinearStateActionDifferentiableRF

The state feature vector generator to use

fvGen - Variable in class burlap.behavior.singleagent.learnfromdemo.mlirl.commonrfs.LinearStateDifferentiableRF

The state feature vector generator.

fvgen - Variable in class burlap.behavior.singleagent.learnfromdemo.mlirl.differentiableplanners.diffvinit.LinearStateDiffVF

The state feature vector generator over which the linear function operates

fvGen - Variable in class burlap.behavior.singleagent.planning.vfa.fittedvi.WekaVFATrainer

The StateToFeatureVectorGenerator used to convert BURLAP State objects to feature vectors.

fvGen - Variable in class burlap.behavior.singleagent.planning.vfa.fittedvi.WekaVFATrainer.WekaVFA

The StateToFeatureVectorGenerator used to convert BURLAP State objects to feature vectors.

fvGen - Variable in class burlap.behavior.singleagent.vfa.common.FVToFeatureDatabase

The state feature vector generator

fvGen - Variable in class burlap.behavior.singleagent.vfa.common.LinearFVVFA

The state feature vector generator used for linear value function approximation.

fvGen - Variable in class burlap.behavior.singleagent.vfa.rbf.FVRBFFeatureDatabase

The state feature vector generator to supply to the RBFs

FVRBF - Class in burlap.behavior.singleagent.vfa.rbf

A class for defining radial basis functions for states represented with a double array.

FVRBF(double[], FVDistanceMetric) - Constructor for class burlap.behavior.singleagent.vfa.rbf.FVRBF

Initializes.

FVRBFFeatureDatabase - Class in burlap.behavior.singleagent.vfa.rbf

A feature database of RBF units that can be used for linear value function approximation.

FVRBFFeatureDatabase(StateToFeatureVectorGenerator, boolean) - Constructor for class burlap.behavior.singleagent.vfa.rbf.FVRBFFeatureDatabase

Initializes with an empty list of RBF units.

FVTiling - Class in burlap.behavior.singleagent.vfa.cmac

This class provides a tiling of a provided feature vector.

FVTiling(double[], double[]) - Constructor for class burlap.behavior.singleagent.vfa.cmac.FVTiling

Constructs a tiling using the given widths, offset of each dimension's tiling, and assuming the tiling is over all dimensions.

FVTiling(double[], double[], boolean[]) - Constructor for class burlap.behavior.singleagent.vfa.cmac.FVTiling

Constructs a tiling using the given widths, offset of each dimension's tiling, and which dimensions are actually used in the tiling.

FVTiling.FVTile - Class in burlap.behavior.singleagent.vfa.cmac

Stores a tiled version of a feature vector with a hashcode and equality comparions methods implemented.

FVTiling.FVTile(int[]) - Constructor for class burlap.behavior.singleagent.vfa.cmac.FVTiling.FVTile

FVToFeatureDatabase - Class in burlap.behavior.singleagent.vfa.common

A class wrapper for converting a StateToFeatureVectorGenerator into a FeatureDatabase.

FVToFeatureDatabase(StateToFeatureVectorGenerator, int) - Constructor for class burlap.behavior.singleagent.vfa.common.FVToFeatureDatabase

Initializes.

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z