Parent class for all applications basing on episodes. Each episode consists of two phases: a training phase (first), and testing phase (second). Each phase will end when then an adequate method (performLearning/TrainingStep) will return false. By default all computations are made within a single thread. More...

#include <EpisodicTrainAndTestApplication.hpp>

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Public Member Functions
	EpisodicTrainAndTestApplication (std::string node_name_)

virtual	~EpisodicTrainAndTestApplication ()

void	run ()

Public Member Functions inherited from mic::application::Application
	Application (std::string node_name_)

virtual	~Application ()

virtual void	initialize (int argc, char *argv[])=0

virtual void	displayStatus ()

Public Member Functions inherited from mic::configuration::PropertyTree
	PropertyTree (std::string node_name_)

virtual	~PropertyTree ()

void	registerProperty (PropertyInterface &prop)

std::string	getNodeName () const

void	loadPropertiesFromConfigNode (boost::property_tree::ptree const &pt_)

void	printProperties ()

void	printPropertiesWithValues ()

PropertyInterface *	getProperty (const std::string &name)

virtual void	initializePropertyDependentVariables ()=0

Protected Member Functions
virtual bool	performSingleStep ()

virtual bool	performLearningStep ()=0

virtual bool	performTestingStep ()=0

virtual void	startNewEpisode ()=0

virtual void	finishCurrentEpisode ()=0

Protected Attributes
unsigned long	episode
	Episode counter. More...

unsigned long	learning_iteration
	Learning iteration counter. More...

mic::configuration::Property < unsigned long >	number_of_episodes

Protected Attributes inherited from mic::application::Application
unsigned long	iteration
	Iteration counter. More...

mic::configuration::Property < long >	number_of_iterations

Detailed Description

Parent class for all applications basing on episodes. Each episode consists of two phases: a training phase (first), and testing phase (second). Each phase will end when then an adequate method (performLearning/TrainingStep) will return false. By default all computations are made within a single thread.

Author: tkornuta

Date: Feb 17, 2016

Definition at line 39 of file EpisodicTrainAndTestApplication.hpp.

Constructor & Destructor Documentation

mic::application::EpisodicTrainAndTestApplication::EpisodicTrainAndTestApplication ( std::string node_name_ )

Default constructor. Sets the application/node name and registers properties.

Parameters

node_name_ Name of the application/node (in configuration file).

Definition at line 29 of file EpisodicTrainAndTestApplication.cpp.

References APP_STATE, number_of_episodes, and mic::configuration::PropertyTree::registerProperty().

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virtual mic::application::EpisodicTrainAndTestApplication::~EpisodicTrainAndTestApplication ( )

inlinevirtual

Default destructor - empty.

Definition at line 50 of file EpisodicTrainAndTestApplication.hpp.

Member Function Documentation

virtual void mic::application::EpisodicTrainAndTestApplication::finishCurrentEpisode ( )

protectedpure virtual

Method called when given episode ends (goal: export collected statistics to file etc.) - abstract, to be overridden.

Referenced by performSingleStep().

virtual bool mic::application::EpisodicTrainAndTestApplication::performLearningStep ( )

protectedpure virtual

Perform learning step - abstract, to be overridden.

Returns: Returns false when test learning is completed.

Referenced by performSingleStep().

bool mic::application::EpisodicTrainAndTestApplication::performSingleStep ( void )

protectedvirtual

Performs single step of computations. Depending on the state, calls learning or testing step - switches from learning to testing then learning return false - everything in the scope of a given episode.

Implements mic::application::Application.

Definition at line 75 of file EpisodicTrainAndTestApplication.cpp.

References APP_STATE, episode, finishCurrentEpisode(), number_of_episodes, performLearningStep(), performTestingStep(), and startNewEpisode().

Referenced by run().

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