RewardModelMappingSparseMapped Class Reference

RewardModelMappingSparseMapped represents a discrete reward model. More...

#include <RewardModelMappingSparseMapped.h>

Inheritance diagram for RewardModelMappingSparseMapped:

Public Member Functions
virtual RewardModelMappingSparseMapped *	Clone () const
	Returns a pointer to a copy of this class. More...
double	Get (Index s_i, Index ja_i) const
	Returns R(s,ja) More...
	RewardModelMappingSparseMapped (size_t nrS=1, size_t nrJA=1, const std::string &s_str="s", const std::string &ja_str="ja")
	default Constructor nrS - number of states nrJA - number of joint actions s_str - how to call a state (For example you can use this class to create a mapping from observation histories and ja's to reals. More...
void	Set (Index s_i, Index ja_i, double rew)
	Sets R(s_i,ja_i) More...
std::string	SoftPrint () const
	Prints a description of this to a string. More...
	~RewardModelMappingSparseMapped ()
	Copy constructor. More...
Public Member Functions inherited from RewardModel
size_t	GetNrJointActions () const
size_t	GetNrStates () const
	RewardModel (size_t nrS=1, size_t nrJA=1)
	default Constructor More...
virtual	~RewardModel ()
	Destructor. More...
Public Member Functions inherited from RewardModelDiscreteInterface
void	Print () const
	Print this to cout. More...
	RewardModelDiscreteInterface ()
	default Constructor More...
virtual	~RewardModelDiscreteInterface ()
	Destructor. More...
Public Member Functions inherited from QTableInterface
virtual	~QTableInterface ()

Private Types
typedef boost::numeric::ublas::mapped_matrix < double >	SparseMatrix

Private Attributes
std::string	_m_ja_str
SparseMatrix	_m_R
std::string	_m_s_str

Friends
class	RGet_RewardModelMappingSparseMapped

Detailed Description

RewardModelMappingSparseMapped represents a discrete reward model.

This version uses a mapped matrix as sparse representation.

Member Typedef Documentation

typedef boost::numeric::ublas::mapped_matrix<double> RewardModelMappingSparseMapped::SparseMatrix

private

Constructor & Destructor Documentation

RewardModelMappingSparseMapped::RewardModelMappingSparseMapped	(	size_t	nrS = 1,
		size_t	nrJA = 1,
		const std::string &	s_str = "s",
		const std::string &	ja_str = "ja"
	)

default Constructor nrS - number of states nrJA - number of joint actions s_str - how to call a state (For example you can use this class to create a mapping from observation histories and ja's to reals.

Then this argument could be "joh") ja_str - idem for the joint actions

References _m_ja_str, and _m_s_str.

Referenced by Clone().

RewardModelMappingSparseMapped::~RewardModelMappingSparseMapped

(

)

Copy constructor.

Destructor.

Member Function Documentation

virtual RewardModelMappingSparseMapped* RewardModelMappingSparseMapped::Clone ( ) const

inlinevirtual

Returns a pointer to a copy of this class.

Implements RewardModelDiscreteInterface.

References RewardModelMappingSparseMapped().

double RewardModelMappingSparseMapped::Get ( Index  s_i, Index  ja_i  ) const

inlinevirtual

Returns R(s,ja)

Implements RewardModelDiscreteInterface.

References _m_R.

Referenced by SoftPrint().

void RewardModelMappingSparseMapped::Set ( Index  s_i, Index  ja_i, double  rew  )

inlinevirtual

Sets R(s_i,ja_i)

Index ja_i, Index s_i, are indices of the state and taken joint action. r is the reward. The order of events is s, ja, so is the arg. list.

Implements RewardModelDiscreteInterface.

References _m_R, and Globals::REWARD_PRECISION.

string RewardModelMappingSparseMapped::SoftPrint ( ) const

virtual

Prints a description of this to a string.

Implements RewardModelDiscreteInterface.

References _m_ja_str, _m_s_str, Get(), RewardModel::GetNrJointActions(), and RewardModel::GetNrStates().

Friends And Related Function Documentation

friend class RGet_RewardModelMappingSparseMapped

friend

Member Data Documentation

std::string RewardModelMappingSparseMapped::_m_ja_str

private

Referenced by RewardModelMappingSparseMapped(), and SoftPrint().

SparseMatrix RewardModelMappingSparseMapped::_m_R

private

Referenced by Get(), and Set().

std::string RewardModelMappingSparseMapped::_m_s_str

private

Referenced by RewardModelMappingSparseMapped(), and SoftPrint().