Inheritance diagram for RlTester:

Public Member Functions
	RlTester (std::shared_ptr< Context > context)

	RlTester (std::shared_ptr< Context > context)

Public Member Functions inherited from Mdp::ReinforcedLearning
	ReinforcedLearning (std::shared_ptr< Context > context)

	~ReinforcedLearning ()

void	initializeModel ()

void	updateModel ()

void	end ()

Public Member Functions inherited from Mdp::LearningStrategy
	LearningStrategy (std::shared_ptr< Context > context)

virtual	~LearningStrategy ()

Additional Inherited Members
Static Public Attributes inherited from Mdp::ReinforcedLearning
static constexpr const char *	configKey = "reinforcedLearning"

Protected Member Functions inherited from Mdp::ReinforcedLearning
void	initializePolicy ()

void	initializeActionSelectionStrategy ()

void	updatePolicy (state_t state)

void	updateLongTermReward (double reward, double discountFactor)

void	epsilonGreedyPolicyUpdate (state_t state)

action_t	getBestAction (state_t state)

RlBackupAlgorithm *	getBackupAlgorithm ()

void	printAVRecord ()

void	updateEpsilon ()

void	updateActualDiscountedReward (double reward)

void	printActionValuesToFile (std::string folder)

action_t	getBestActionFromInitialPolicy (state_t s)

void	printStateSpace ()

Protected Attributes inherited from Mdp::ReinforcedLearning
size_t	S {0}

size_t	A {0}

ActionValuesFunction *	actionValues {nullptr}

double	discountFactor {0.1}

double	alpha {0.1}

double	alphaDecaySpeed {0.99}

state_t	previousState

action_t	previousAction

RlBackupAlgorithm *	backupAlgo {nullptr}

ActionValuesRecord	actionValuesRecord

long long unsigned int	epsilonTimeOut {0}

double	actualDiscountedReward {0.0}

Utils::Record	rewardRecord

ActionSelectionStrategy *	actionSelectionStrategy {nullptr}

double	longTermReward {0.0}

Protected Attributes inherited from Mdp::LearningStrategy
std::shared_ptr< Context >	context

Detailed Description

Definition at line 21 of file reinforcedLearningTest.cpp.

Constructor & Destructor Documentation

RlTester::RlTester ( std::shared_ptr< Context > context )

inline

Definition at line 24 of file reinforcedLearningTest.cpp.

RlTester::RlTester ( std::shared_ptr< Context > context )

inline

The documentation for this class was generated from the following files: