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.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.learnbydemo.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.learnbydemo.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.learnbydemo.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.

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.stochasticgame.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

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

forgetPreviousPlanResults - Variable in class burlap.behavior.singleagent.learnbydemo.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.learnbydemo.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.stochasticgame.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

FrostbiteStateParser - Class in burlap.domain.singleagent.frostbite

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

Initializes for the specific frostbite domain instance.

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

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.learnbydemo.mlirl.differentiableplanners.DifferentiableSparseSampling.DiffStateNode

FunctionWeight - Class in burlap.behavior.singleagent.vfa

This class holds the weight value for weights defined by a ValueFunctionApproximation class.

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

Initializes.

functionWeights - Variable in class burlap.behavior.singleagent.vfa.ApproximationResult

The function weights used to produce the predicted value.

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.learnbydemo.mlirl.commonrfs.LinearStateActionDifferentiableRF

The state feature vector generator to use

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

The state feature vector generator.

fvgen - Variable in class burlap.behavior.singleagent.learnbydemo.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.

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