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

FactoredModel - Class in burlap.mdp.singleagent.model

A FactoredModel is an implementation of a SampleModel or FullModel that computes transitions using a SampleStateModel, RewardFunction and TerminalFunction.

FactoredModel() - Constructor for class burlap.mdp.singleagent.model.FactoredModel

FactoredModel(SampleStateModel, RewardFunction, TerminalFunction) - Constructor for class burlap.mdp.singleagent.model.FactoredModel

Initializes

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(State) - Method in class burlap.behavior.functionapproximation.dense.ConcatenatedObjectFeatures

features(State, Action) - Method in class burlap.behavior.functionapproximation.dense.DenseCrossProductFeatures

features(State, Action) - Method in interface burlap.behavior.functionapproximation.dense.DenseStateActionFeatures

Returns a feature vector represented as a double array for a given input state-action pair.

features - Variable in class burlap.behavior.functionapproximation.dense.DenseStateActionLinearVFA

features(State) - Method in interface burlap.behavior.functionapproximation.dense.DenseStateFeatures

Returns a feature vector represented as a double array for a given input state.

features(State) - Method in class burlap.behavior.functionapproximation.dense.fourier.FourierBasis

features(State) - Method in class burlap.behavior.functionapproximation.dense.NormalizedVariableFeatures

features(State) - Method in class burlap.behavior.functionapproximation.dense.NumericVariableFeatures

features(State) - Method in class burlap.behavior.functionapproximation.dense.PFFeatures

features(State) - Method in class burlap.behavior.functionapproximation.dense.rbf.RBFFeatures

features(State) - Method in class burlap.behavior.functionapproximation.dense.SparseToDenseFeatures

features(State, Action) - Method in class burlap.behavior.functionapproximation.sparse.SparseCrossProductFeatures

features(State, Action) - Method in interface burlap.behavior.functionapproximation.sparse.SparseStateActionFeatures

Returns non-zero state-action features for a given state and action.

features(State) - Method in interface burlap.behavior.functionapproximation.sparse.SparseStateFeatures

Returns non-zero state features for a given state.

features(State) - Method in class burlap.behavior.functionapproximation.sparse.tilecoding.TileCodingFeatures

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

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

FeaturesMap() - Constructor for class burlap.behavior.functionapproximation.sparse.SparseCrossProductFeatures.FeaturesMap

FeaturesMap(Map<Integer, Integer>) - Constructor for class burlap.behavior.functionapproximation.sparse.SparseCrossProductFeatures.FeaturesMap

featureVectorGenerator - Variable in class burlap.behavior.functionapproximation.sparse.tilecoding.TileCodingFeatures

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

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

findPF(List<PropositionalFunction>, String) - Static method in class burlap.mdp.core.oo.propositional.PropositionalFunction

Used to retrieve a PropositionalFunction with a specified name from a list of them.

findReachableStatesAndEnumerate(State) - 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(SADomain, double, SupervisedVFA, int, double, int) - Constructor for class burlap.behavior.singleagent.planning.vfa.fittedvi.FittedVI

Initializes.

FittedVI(SADomain, 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 QFunction that always points to the outer class's current value function approximation.

FlatStateGridder - Class in burlap.behavior.singleagent.auxiliary.gridset

This class is used to generate a set of continuous states that are spaced over grid points.

FlatStateGridder() - Constructor for class burlap.behavior.singleagent.auxiliary.gridset.FlatStateGridder

flatStateKeys(OOState) - Static method in class burlap.mdp.core.oo.state.OOStateUtilities

Returns all object-variable_key keys.

flatStatesEqual(State, State) - Method in class burlap.statehashing.simple.IDSimpleHashableState

flatStatesEqual(State, State) - Method in class burlap.statehashing.simple.IISimpleHashableState

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(Policy, Environment, Episode) - Static method in class burlap.behavior.policy.PolicyUtils

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

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

Calls the Planner.planFromState(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.functionapproximation.dense.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.functionapproximation.dense.fourier

An implementation of Fourier Basis functions [1].

FourierBasis(DenseStateFeatures, int) - Constructor for class burlap.behavior.functionapproximation.dense.fourier.FourierBasis

Initializes.

FourierBasis(DenseStateFeatures, int, int) - Constructor for class burlap.behavior.functionapproximation.dense.fourier.FourierBasis

Initializes.

FourierBasisLearningRateWrapper - Class in burlap.behavior.functionapproximation.dense.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.functionapproximation.dense.fourier.FourierBasisLearningRateWrapper

Initializes.

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.functionapproximation.sparse.tilecoding.TilingArrangement

FrostbiteAgent - Class in burlap.domain.singleagent.frostbite.state

FrostbiteAgent() - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteAgent

FrostbiteAgent(int, int, int) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteAgent

FrostbiteAgent(int, int) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteAgent

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

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

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

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

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

FrostbiteIgloo - Class in burlap.domain.singleagent.frostbite.state

FrostbiteIgloo() - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteIgloo

FrostbiteIgloo(int) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteIgloo

FrostbiteModel - Class in burlap.domain.singleagent.frostbite

FrostbiteModel(int) - Constructor for class burlap.domain.singleagent.frostbite.FrostbiteModel

FrostbitePlatform - Class in burlap.domain.singleagent.frostbite.state

FrostbitePlatform() - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbitePlatform

FrostbitePlatform(int, int, int, boolean, String) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbitePlatform

FrostbiteRF - Class in burlap.domain.singleagent.frostbite

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

FrostbiteState - Class in burlap.domain.singleagent.frostbite.state

FrostbiteState() - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteState

FrostbiteState(int, int) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteState

FrostbiteState(int, int, int) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteState

FrostbiteState(FrostbiteAgent, FrostbiteIgloo, List<FrostbitePlatform>) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteState

FrostbiteState(FrostbiteAgent, FrostbiteIgloo, FrostbitePlatform...) - Constructor for class burlap.domain.singleagent.frostbite.state.FrostbiteState

FrostbiteTF - Class in burlap.domain.singleagent.frostbite

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

FrostbiteVisualizer - Class in burlap.domain.singleagent.frostbite

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

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

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

FullJointModel - Interface in burlap.mdp.stochasticgames.model

FullJointModel.Helper - Class in burlap.mdp.stochasticgames.model

FullModel - Interface in burlap.mdp.singleagent.model

An interface extension for SampleModel that not only can provide samples of transitions, but can enumerate the probability distribution of the transitions.

FullModel.Helper - Class in burlap.mdp.singleagent.model

FullStateModel - Interface in burlap.mdp.singleagent.model.statemodel

An extension of SampleStateModel for models that can enumerate the full probability distribution for a state transition function.

FullStateModel.Helper - Class in burlap.mdp.singleagent.model.statemodel

FunctionGradient - Interface in burlap.behavior.functionapproximation

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

FunctionGradient.PartialDerivative - Class in burlap.behavior.functionapproximation

A class for storing a partial derivative.

FunctionGradient.SparseGradient - Class in burlap.behavior.functionapproximation

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

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

FVTile(int[]) - Constructor for class burlap.behavior.functionapproximation.sparse.tilecoding.Tiling.FVTile

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