Reinforcement Learning Toolbox 2.0
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Class Hierarchy
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RLToolbox Class Hierarchy
This inheritance list is sorted roughly, but not completely, alphabetically:
CAction
CMultiStepAction
CExtendedAction
CExtendedPrimitiveAction
CHierarchicalSemiMarkovDecisionProcess
CSubGoalBehaviour
CTaxiHierarchicalBehaviour
CPrimitiveActionStateChange
CPrimitiveAction
CContinuousAction
CStaticContinuousAction
CLinearFAContinuousAction
CContinuousRBFAction
CGridWorldAction
CMultiPoleAction
CPickupAction
CPutdownAction
CStochasticModelAction
CActionData
CMultiStepActionData
CContinuousActionData
CActionDataSet
CActionObject
CAbstractFeatureStochasticModel
CFeatureStochasticModel
CAbstractFeatureStochasticEstimatedModel
CDiscreteStochasticEstimatedModel
CFeatureStochasticEstimatedModel
CAbstractQFunction
CContinuousTimeQFunctionFromTransitionFunction
CExplorationQFunction
CGradientQFunction
CComposedQFunction
CContinuousActionQFunction
CCALinearFAQFunction
CQFunctionFromGradientFunction
CRegressionTreeQFunction
CQFunction
CFeatureQFunction
CQFunctionFromStochasticModel
CQFunctionFromTransitionFunction
CQFunctionSum
CUnknownDataQFunction
CUnknownDataQFunctionFromLocalRBFRegression
CActionList
CActionOutput
CAgentController
CActorForMultipleAgents
CActorFromActionValue
CAdaptiveTargetGraphController
CAgentStatisticController
CGridWorldController
CStochasticPolicy
CQStochasticPolicy
CContinuousTimeVMPolicy
CQStochasticExplorationPolicy
CVMStochasticPolicy
CContinuousActionController
CContinuousActionAddController
CContinuousActionGradientPolicy
CContinuousActionFeaturePolicy
CContinuousActionPolicyFromGradientFunction
CContinuousActionSigmoidPolicy
CContinuousTimeAndActionSigmoidVMGradientPolicy
CContinuousActionPolicy
CContinuousActionRandomPolicy
CContinuousActionSmoother
CContinuousTimeAndActionVMPolicy
CContinuousTimeAndActionBangBangVMPolicy
CContinuousTimeAndActionSigmoidVMPolicy
CDeterministicController
CBatchLearningPolicy
CSemiMarkovDecisionProcess
CAgent
CHiearchicalAgent
CHierarchicalSemiMarkovDecisionProcess
CGraphController
CHierarchicalController
CMultiPoleController
CMultiPoleDiscreteController
CQGreedyPolicy
CStoredEpisodeModel
CSubGoalController
CControllerAnalyzer
CEpisodeMatlabOutput
CEpisodeOutput
CEpisodeOutputStateChanged
CFeatureRewardModel
CSamplingBasedGraph
CAdaptiveTargetGraph
CSamplingBasedTransitionModel
CSamplingBasedTransitionModelFromTransitionFunction
CStep
CStepHistory
CEpisode
CEpisodeHistory
CAgentLogger
CEpisodeHistorySubset
CTransitionFunction
CComposedTransitionFunction
CContinuousTimeTransitionFunction
CContinuousTimeAndActionTransitionFunction
CLinearActionContinuousTimeTransitionFunction
CAcroBotModel
CCartPoleModel
CDynamicLinearContinuousTimeModel
CPendulumModel
CExtendedActionTransitionFunction
CGridWorldModel
CTaxiDomain
CTransitionFunctionFromStochasticModel
CActionSet
CActionStatistics
CActionStatisticsComparator
CGreedyASComparator
CPEGreedyASComparator
CPOASComparator
CContinuousActionLinearFA
CCALinearFAQFunction
CContinuousActionProperties
CContinuousTimeParameters
CDataPreprocessor
CMeanStdPreprocessor
CDataSet
CContinuousStateList
CDataSet1D
CDistributions
CDynamicProgramming
CErrorSender
CTDLearner
CAdvantageUpdating
CQLearner
CSarsaLearner
CTDGradientLearner
CTDResidualLearner
CAdvantageLearner
CVFunctionLearner
CVFunctionGradientLearner
CVFunctionResidualLearner
CEvaluator
CGraphValueFromValueFunctionCalculator
CMonteCarloError
CMonteCarloQError
CMonteCarloVError
CPolicyEvaluator
CAverageRewardCalculator
CPolicyGreedynessEvaluator
CPolicySameStateEvaluator
CAverageRewardSameStateCalculator
CValueSameStateCalculator
CRewardPerEpisodeCalculator
CValueCalculator
CFeature
CFeatureFunction
CFeatureVFunction
CFeatureVRegressionTreeFunction
CVTable
CFeatureList
CFeatureMap
CForest< TreeData >
CForest< CRBFBasisFunctionLinearWeight * >
CRBFExtraRegressionForest
CRBFLinearWeightForest
CExtraTreeRBFLinearWeightForest
CForest< double >
CRegressionForest
CExtraTreeRegressionForest
CGraphTarget
CGraphTransition
CGraphTransitionAdaptiveTarget
CGridWorld
CGridWorldModel
CGridWorldController::GridControllerRecord
CHierarchicalStack
CHierarchicalStackListener
CHierarchicalSemiMarkovDecisionProcess
CHierarchicalStackEpisode
CHierarchicalStackSender
CHierarchicalController
CKDRectangle
CKNearestNeighborsTreeData< DataElement, TreeData >
CKNearestNeighborsTreeData< int, CRBFBasisFunctionLinearWeight * >
CKNearestRBFCenters
CKNearestNeighborsTreeData< int, DataSubset * >
CKNearestNeighbors
CKNearestNeighborsTreeData< int, TreeData >
CKNearestLeaves< TreeData >
CMapping< OutputValue >
CMapping< CRBFBasisFunctionLinearWeight * >
CTree< CRBFBasisFunctionLinearWeight * >
CExtraTree< CRBFBasisFunctionLinearWeight * >
CRBFExtraRegressionTree
CMapping< DataSubset * >
CTree< DataSubset * >
CKDTree
CMapping< double >
CLinearRegression
CLocalRegression
CLocalLinearRegression
CLocalRBFRegression
CModelTree
CExtraModelTree
CExtraLinearRegressionModelTree
CRBFExtraRegressionForest
CRBFLinearWeightForest
CRBFRegressionTreeOutputMapping
CRegressionForest
CRegressionMultiMapping
CTree< double >
CExtraTree< double >
CExtraRegressionTree
CMapping< TreeData >
CTree< TreeData >
CExtraTree< TreeData >
CMyArray< T1 >
CMyArray2D< T1 >
CMyArray3D< T1 >
CMyException
CDivergentQFunctionException
CDivergentVFunctionException
CNewFeatureCalculator
CExtraRegressionForestFeatureLearner
CNewFeatureCalculatorDataGenerator
CFittedQNewFeatureCalculator
CParameters
CParameterObject
CAbstractBetaCalculator
CConstantBetaCalculator
CVariableBetaCalculator
CAbstractQETraces
CComposedQETraces
CGradientQETraces
CQETraces
CCALinearFAQETraces
CAbstractVETraces
CGradientVETraces
CFeatureVETraces
CStateVETraces
CActionDistribution
CAbsoluteSoftMaxDistribution
CEpsilonGreedyDistribution
CGreedyDistribution
CSoftMaxDistribution
CAdaptiveEtaCalculator
CIndividualEtaCalculator
CTorchGradientEtaCalculator
CVarioEta
CAdaptiveParameterCalculator
CAdaptiveParameterBoundedValuesCalculator
CAdaptiveParameterFromAverageRewardCalculator
CAdaptiveParameterFromValueCalculator
CAdaptiveParameterUnBoundedValuesCalculator
CAdaptiveParameterFromNEpisodesCalculator
CAdaptiveParameterFromNStepsCalculator
CAgentController
CBatchDataGenerator
CBatchQDataGenerator
CBatchVDataGenerator
CBatchCAQDataGenerator
CCAGradientPolicyInputDerivationCalculator
CCAGradientPolicyNumericInputDerivationCalculator
CContinuousActionFeaturePolicy
CContinuousActionPolicyFromGradientFunction
CContinuousActionSigmoidPolicy
CDataCollector
CDataCollectorFromAgentLogger
CErrorListener
CActor
CActorForMultipleAgents
CActorFromActionValue
CActorFromContinuousActionGradientPolicy
CActorFromQFunction
CActorFromQFunctionAndPolicy
CQAverageTDErrorLearner
CQAverageTDVarianceLearner
CStateActionErrorLearner
CStateErrorLearner
CVAverageTDErrorLearner
CVAverageTDVarianceLearner
CExtraRegressionForestTrainer
CExtraRegressionForestFeatureLearner
CExtraRegressionForestLearner
CGradientCalculator
CPolicyGradientCalculator
CGPOMDPGradientCalculator
CNumericPolicyGradientCalculator
CPEGASUSPolicyGradientCalculator
CPEGASUSAnalyticalPolicyGradientCalculator
CPEGASUSNumericPolicyGradientCalculator
CRandomMaxPolicyGradientCalculator
CRandomPolicyGradientCalculator
CSupervisedGradientCalculator
CSupervisedFeatureGradientCalculator
CGradientFunctionUpdater
CConstantGradientFunctionUpdater
CGSearchPolicyGradientUpdater
CLineSearchGradientFunctionUpdater
CGradientLearner
CBatchGradientLearner
CConjugateGradientLearner
CGradientUpdateFunction
CGradientFunction
CContinuousActionGradientPolicy
CTorchGradientFunction
CGradientQFunction
CGradientVFunction
CFeatureVFunction
CVFunctionFromGradientFunction
CLearnDataObject
CAbstractFeatureStochasticEstimatedModel
CAbstractQFunction
CAbstractVFunction
CGradientVFunction
COptimalVFunctionFromQFunction
CVFunctionFromQFunction
CRegressionTreeVFunction
CRewardAsVFunction
CTorchVFunction
CVFunctionSum
CZeroVFunction
CContinuousStateList
CFeatureRewardModel
CFeatureStateRewardModel
CGradientUpdateFunction
CLSTDLambda
CQLSTDLambda
CVLSTDLambda
CRBFCenterNetwork
CRBFCenterNetworkKDTree
CRBFCenterNetworkSimpleSearch
CRewardLogger
CSamplingBasedGraph
CSamplingBasedTransitionModel
CStepHistory
CLeastSquaresLearner
CLSTDLambda
CMonteCarloError
CPolicyEvaluation
CContinuousDynamicProgramming
CContinuousDynamicQProgramming
CContinuousMCQEvaluation
CContinuousDynamicVProgramming
CFittedIteration
CFittedCAQIteration
CFittedQIteration
CFittedQIterationAnalyzer
CFittedQNewFeatureCalculator
CFittedVIteration
CGraphDynamicProgramming
CGraphAdaptiveTargetDynamicProgramming
CMonteCarloSupervisedLearner
CMonteCarloCAQLearner
CMonteCarloQLearner
CMonteCarloVLearner
CPolicyEvaluationGradientFunction
COfflineEpisodePolicyEvaluation
CLSTDOfflineEpisodePolicyEvaluation
COnlinePolicyEvaluation
CLSTDOnlinePolicyEvaluation
CPolicyIteration
CPolicyIterationNewFeatures
CReinforcementBaseLineCalculator
CAverageReinforcementBaseLineCalculator
CConstantReinforcementBaseLineCalculator
CResidualGradientFunction
CDirectGradient
CResidualBetaFunction
CResidualFunction
CContinuousCoulomResidual
CContinuousEulerResidual
CDiscreteResidual
CSemiMDPListener
CAbstractFeatureStochasticEstimatedModel
CActionOutput
CActorFromActionValue
CActorFromContinuousActionGradientPolicy
CActorFromQFunction
CAdaptiveParameterFromNEpisodesCalculator
CAdaptiveParameterFromNStepsCalculator
CAdaptiveParameterFromValueCalculator
CAgentLogger
CBatchEpisodeUpdate
CBatchStepUpdate
CContinuousActionRandomPolicy
CContinuousStateList
CDeterministicController
CEpisode
CGridWorldController
CHierarchicalController
CPEGASUSAnalyticalPolicyGradientCalculator
CPendulumUpTimeCalculator
CPolicyGradientWeightDecayListener
CPrioritizedSweeping
CSelectiveExplorationCalculator
CSemiMDPRewardListener
CAdaptiveParameterFromAverageRewardCalculator
CAverageReinforcementBaseLineCalculator
CEpisodeMatlabOutput
CEpisodeOutput
CFeatureRewardModel
CFeatureStateRewardModel
CGPOMDPGradientCalculator
CGraphDebugger
CLSTDLambda
CPolicyEvaluator
CREINFORCELearner
CRewardEpisode
CSemiMDPLastNRewardFunction
CRewardLogger
CSamplingBasedTransitionModel
CTDLearner
CVFunctionLearner
CVPolicyLearner
CVPolicyLearner
CStateOutput
CSubGoalOutput
CVisitStateActionCounter
CVisitStateCounter
CVisitStateActionEstimator
CSupervisedLearner
CExtraLinearRegressionModelForestLearner
CExtraRegressionForestLearner
CLocalLinearLearner
CLocalRBFLearner
CRBFForestLearner
CSupervisedGradientLearner
CSupervisedNeuralNetworkMatlabLearner
CSupervisedNeuralNetworkTorchLearner
CSupervisedQFunctionLearner
CSupervisedQFunctionLearnerFromLearners
CSupervisedQFunctionWeightedLearnerFromLearners
CSupervisedQFunctionWeightedLearner
CSupervisedWeightedLearner
CExtraRegressionForestLearner
CSupervisedNeuralNetworkTorchLearner
CTestSuite
CListenerTestSuite
CPolicyEvaluationTestSuite
CPolicyGradientTestSuite
CPolicyIterationTestSuite
CTestSuiteEvaluator
CAverageRewardTestSuiteEvaluator
CTransitionFunction
CTransitionFunctionInputDerivationCalculator
CTransitionFunctionNumericalInputDerivationCalculator
CValueIteration
CPrioritizedSweeping
CVFunctionInputDerivationCalculator
CVFunctionFromGradientFunction
CVFunctionNumericInputDerivationCalculator
CQFunctionAnalyzer
CRaceTrack
CRangeSearch
CRBFBasisFunction
CRBFBasisFunctionLinearWeight
CRegressionTreeFunction
CRegressionTreeQFunction
CRegressionTreeVFunction
CRewardFunction
CExtendedActionTransitionFunction
CFeatureRewardFunction
CFeatureRewardFunctionFromValueFunction
CFeatureRewardModel
CFeatureStateRewardFunction
CFeatureStateRewardModel
CFunctionComperator
CQFunctionComperator
CVFunctionComperator
CGridWorldModel
CMultiPoleModel
CRewardFunctionFromValueFunction
CSemiMDPLastNRewardFunction
CStateReward
CAcroBotExpRewardFunction
CAcroBotHeightRewardFunction
CAcroBotRewardFunction
CAcroBotVelocityRewardFunction
CCartPoleHeightRewardFunction
CCartPoleRewardFunction
CMultiPoleContinuousReward
CPendulumRewardFunction
CSubGoalBehaviour
CTaxiHierarchicalBehaviour
CZeroReward
CRewardHistory
CRewardHistorySubset
CRewardLogger
CSampleTransition
CSemiMDPSender
COfflineEpisodePolicyEvaluation
CSemiMarkovDecisionProcess
CSplittingCondition
C1DSplittingCondition
CSplittingConditionFactory
CExtraTreesSplittingConditionFactory
CKDTreeMedianSplittingFactory
CStateActionTransitions
CStateCollection
CState
CStateCollectionImpl
CStateMultiModifier
CDiscreteStateOperatorAnd
CFeatureOperatorAnd
CFeatureOperatorOr
CStateObject
CAbstractFeatureStochasticEstimatedModel
CAbstractVFunction
CContinuousActionGradientPolicy
CContinuousStateList
CEnvironmentModel
CMultiPoleModel
CStoredEpisodeModel
CTransitionFunctionEnvironment
CEpisodeMatlabOutput
CEpisodeOutput
CFeatureRewardFunction
CMultiPoleDiscreteController
CPrioritizedSweeping
CQAverageTDErrorLearner
CQFunctionFromGradientFunction
CQFunctionFromStochasticModel
CRegion
CContinuousStateRegion
CRegressionTreeQFunction
CSamplingBasedGraph
CSamplingBasedTransitionModel
CState
CStateList
CStateModifiersObject
CAgent
CContinuousTimeQFunctionFromTransitionFunction
CEpisodeHistory
CHierarchicalSemiMarkovDecisionProcess
CQFunctionFromTransitionFunction
CStateCollectionImpl
CStateCollectionList
CStepHistory
CStateOutput
CStateReward
CStep
CTransitionFunction
CVAverageTDErrorLearner
CStateProperties
CStateModifier
CAbstractStateDiscretizer
CDiscreteStateOperatorAnd
CGlobalGridWorldDiscreteState
CLocalGridWorldDiscreteState
CModelStateDiscretizer
CMultiPoleDiscreteState
CMultiPoleFailedState
CRaceTrackDiscreteState
CSingleStateDiscretizer
CSmallLocalGridWorldDiscreteState
CTaxiIsTargetDiscreteState
CFeatureCalculator
CFeatureOperatorAnd
CFeatureOperatorOr
CForestFeatureCalculator< TreeData >
CGridFeatureCalculator
CLinearMultiFeatureCalculator
CLinearInterpolationFeatureCalculator
CRBFFeatureCalculator
CTilingFeatureCalculator
CRBFCenterFeatureCalculator
CSingleStateFeatureCalculator
CSingleStateLinearInterpolationFeatureCalculator
CSingleStateRBFFeatureCalculator
CFeatureStateNNInput
CLocal4GridWorldState
CLocal4XGridWorldState
CLocal8GridWorldState
CNeuralNetworkStateModifier
CStateVariablesChooser
CTestSuiteCollection
CTestSuiteEvaluatorLogger
CFittedQIterationAnalyzer
CGraphLogger
CMatlabEpisodeOutputLogger
CMatlabVAnalyzerLogger
CMatlabQAnalyzerLogger
CTestSuiteLoggerFromEvaluator
CTorchFunction
CTorchGradientFunction
CTransition
CSemiMDPTransition
CTransitionList
CTreeDataFactory< TreeData >
CTreeDataFactory< CMapping< double > * >
CLinearRegressionDataFactory
CTreeDataFactory< ColumnVector * >
CVectorQuantizationFactory
CTreeDataFactory< CRBFBasisFunction * >
CRBFDataFactory
CTreeDataFactory< CRBFBasisFunctionLinearWeight * >
CRBFLinearWeightDataFactory
CTreeDataFactory< DataSubset * >
CSubsetFactory
CTreeDataFactory< double >
CRegressionFactory
CTreeDataFactory< int >
CLeafIndexFactory
CTreeElement< TreeData >
CLeaf< TreeData >
CNode< TreeData >
CTreeElement< CRBFBasisFunctionLinearWeight * >
CLeaf< CRBFBasisFunctionLinearWeight * >
CTreeElement< DataSubset * >
CLeaf< DataSubset * >
CTreeElement< double >
CLeaf< double >
CVFunctionAnalyzer
DataSubset
EvaluationValue