#include <qLearning.h>

Inheritance diagram for Mdp::QLearning:

Public Member Functions
	QLearning (std::shared_ptr< Context > context, TabularActionValues *actionValues)

void	init () override

void	updateActionValues (state_t previousState, state_t nextState, action_t previousAction, double reward) override

void	end () override

Public Member Functions inherited from Mdp::RlBackupAlgorithm
	RlBackupAlgorithm (std::shared_ptr< Context > c, ActionValuesFunction *av)

virtual	~RlBackupAlgorithm ()

virtual double	getMaxQ (state_t state)

virtual std::pair< action_t, double >	getBestActionAndQ (state_t state)

virtual action_t	getBestAction (state_t state)

virtual void	updateBestActionAndQ (state_t state)

virtual void	notifyUpdateNeeded ()

Additional Inherited Members
Protected Member Functions inherited from Mdp::RlBackupAlgorithm
virtual void	initAlpha ()

virtual void	updateAlpha ()

virtual void	updateIfNeeded (state_t state)

Protected Attributes inherited from Mdp::RlBackupAlgorithm
std::shared_ptr< Context >	context {nullptr}

ActionValuesFunction *	actionValues {nullptr}

double	alpha {-1.0}

double	alpha0 {0.1}

double	alphaCounter {1.0}

double	alphaDecaySpeed {1.0}

bool	hyperbolic {false}

bool	stepwise {false}

unsigned long long	stepwiseCounter {0}

unsigned long long int	stepLength {0}

std::vector< double >	bestQ

std::vector< action_t >	bestAction

std::vector< bool >	needsUpdate

Detailed Description

Definition at line 23 of file qLearning.h.

Constructor & Destructor Documentation

Definition at line 23 of file qLearning.cpp.

void QLearning::end ( )

overridevirtual

Definition at line 40 of file qLearning.cpp.

void QLearning::init ( )

overridevirtual

Definition at line 29 of file qLearning.cpp.

void QLearning::updateActionValues	(	state_t	previousState,
		state_t	nextState,
		action_t	previousAction,
		double	reward
	)

overridevirtual

Definition at line 46 of file qLearning.cpp.

constexpr const char* Mdp::QLearning::configKey = "QLearning"

static

Definition at line 26 of file qLearning.h.

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