Factored Markov Decision Process

Detailed Description

Classes
class	gum::LazyDecider
	Class to make decision randomlyDoes nothing more than the interface for DecisionStrategy does. More...
class	gum::RandomDecider
	Class to make decision randomlyDoes nothing more than the interface for DecisionStrategy does. More...
class	gum::StatisticalLazyDecider
	<agrum/FMDP/decision/statisticalLazyDecider.h> More...
class	gum::FMDP< GUM_SCALAR >
	This class is used to implement factored decision process. More...
class	gum::FMDPFactory< GUM_SCALAR >
	A factory class to ease Factored Markov Decision Process construction. More...
class	gum::AbstractFMDPFactory
	A factory class to ease Factored Markov Decision Process construction. More...
class	gum::FMDPReader< GUM_SCALAR >
	Pure virtual class for reading a FMDP from a file. More...
class	gum::ChiSquare
	<agrum/FMDP/learning/core/testPolicy/chiSquare.h> More...
class	gum::ContingencyTable< GUM_SCALAR_A, GUM_SCALAR_B >
	<agrum/FMDP/learning/core/contingencyTable.h> More...
class	gum::Chi2TestPolicy< GUM_SCALAR >
	<agrum/tools/multidim/core/testPolicy/Chi2TestPolicy.h> More...
class	gum::GTestPolicy< GUM_SCALAR >
	<agrum/tools/multidim/core/testPolicies/GTestPolicy.h> More...
class	gum::ITestPolicy< GUM_SCALAR >
	<agrum/tools/multidim/core/testPolicies/ITestPolicy.h> More...
class	gum::LeastSquareTestPolicy< GUM_SCALAR >
	<agrum/tools/multidim/core/testPolicy/leastSquareTestPolicy.h> More...
class	gum::IMDDI< AttributeSelection, isScalar >
class	gum::IncrementalGraphLearner< AttributeSelection, isScalar >
	<agrum/FMDP/learning/datastructure/incrementalGraphLearner> More...
class	gum::ITI< AttributeSelection, isScalar >
	Learn a graphical representation of a function as a decision tree. More...
class	gum::IVisitableGraphLearner
	<agrum/FMDP/SDyna/IVisitableGraphLearner.h> More...
class	gum::AbstractLeaf
	<agrum/FMDP/learning/datastructure/leaves/abstractLeaf.h> More...
class	gum::ComposedLeaf
	<agrum/FMDP/learning/datastructure/leaves/composedLeaf.h> More...
class	gum::ConcreteLeaf< AttributeSelection, isScalar >
	<agrum/FMDP/learning/datastructure/leaves/concreteLeaf.h> More...
class	gum::FusionContext< isInitial >
	<agrum/FMDP/learning/datastructure/leaves/fusionContext.h> More...
class	gum::LeafAggregator
	<agrum/FMDP/learning/FunctionGraph/leafAggregator.h> More...
class	gum::LeafPair
	<agrum/FMDP/learning/datastructure/leaves/leafPair.h> More...
class	gum::NodeDatabase< AttributeSelection, isScalar >
	<agrum/FMDP/learning/datastructure/nodeDatabase.h> More...
class	gum::VariableSelector
	<agrum/FMDP/planning/FunctionGraph/variableselector.h> More...
class	gum::FMDPLearner< VariableAttributeSelection, RewardAttributeSelection, LearnerSelection >
class	gum::Observation
class	gum::ActionSet
	A class to store the optimal actions. More...
class	gum::AdaptiveRMaxPlaner
	<agrum/FMDP/planning/adaptiveRMaxPlaner.h> More...
class	gum::IOperatorStrategy< GUM_SCALAR >
	<agrum/FMDP/SDyna/IOperatorStrategy.h> More...
class	gum::MDDOperatorStrategy< GUM_SCALAR >
	<agrum/FMDP/planning/mddOperatorStrategy.h> More...
class	gum::StructuredPlaner< GUM_SCALAR >
	<agrum/FMDP/planning/structuredPlaner.h> More...
class	gum::TreeOperatorStrategy< GUM_SCALAR >
	<agrum/FMDP/planning/treeOperatorStrategy.h> More...
class	gum::SDYNA
	The general SDyna architecture abstract class. More...
class	gum::IDecisionStrategy
	<agrum/FMDP/SDyna/IDecisionStrategy.h> More...
class	gum::ILearningStrategy
	<agrum/FMDP/SDyna/ILearningStrategy.h> More...
class	gum::IPlanningStrategy< GUM_SCALAR >
	<agrum/FMDP/SDyna/IPlanningStrategy.h> More...
class	gum::AbstractSimulator
	<agrum/FMDP/simulation/abstractSimulator.h> More...
class	gum::FactorySimulator
	A class to simulate the Factory problem. More...
class	gum::FMDPSimulator
	<agrum/FMDP/simulation/fmdpSimulator.h> More...
class	gum::StatesChecker
	<agrum/FMDP/simulation/statesChecker.h> More...
class	gum::StatesCounter
	<agrum/FMDP/simulation/statesCounter.h> More...
class	gum::TaxiSimulator
	A class to simulate the Taxi problem. More...