C# Class AIXI.Agent

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Public Properties

Property	Type	Description
ActionUpdate	int
Age	int
Environment	AIXIEnvironment
Horizon	int
LastUpdate	int
LearningPeriod	int
Options	string>.Dictionary
PerceptUpdate	int
TotalReward	double

Public Methods

Method	Description
Agent ( AIXIEnvironment env, string>.Dictionary options ) : System
AverageReward ( ) : double
GeneratePerceptAndUpdate ( ) : int>.Tuple
GenerateRandomAction ( ) : int
GenerateRandomObservation ( ) : int
GenerateRandomReward ( ) : int
MaximumAction ( ) : int?
MaximumObservation ( ) : int?
MaximumReward ( ) : int?
ModelSize ( ) : int
ModelUpdateAction ( int action ) : void
ModelUpdatePercept ( int observation, int reward ) : void
Playout ( int horizon ) : double
Reset ( ) : void
Search ( ) : int

Method Details

Agent() public method

public Agent ( AIXIEnvironment env, string>.Dictionary options ) : System
env	AIXIEnvironment
options	string>.Dictionary
return	System

AverageReward() public method

public AverageReward ( ) : double
return	double

GeneratePerceptAndUpdate() public abstract method

public abstract GeneratePerceptAndUpdate ( ) : int>.Tuple
return	int>.Tuple

GenerateRandomAction() public method

public GenerateRandomAction ( ) : int
return	int

GenerateRandomObservation() public method

public GenerateRandomObservation ( ) : int
return	int

GenerateRandomReward() public method

public GenerateRandomReward ( ) : int
return	int

MaximumAction() public method

public MaximumAction ( ) : int?
return	int?

MaximumObservation() public method

public MaximumObservation ( ) : int?
return	int?

MaximumReward() public method

public MaximumReward ( ) : int?
return	int?

ModelSize() public abstract method

public abstract ModelSize ( ) : int
return	int

ModelUpdateAction() public abstract method

public abstract ModelUpdateAction ( int action ) : void
action	int
return	void

ModelUpdatePercept() public abstract method

public abstract ModelUpdatePercept ( int observation, int reward ) : void
observation	int
reward	int
return	void

Playout() public abstract method

public abstract Playout ( int horizon ) : double
horizon	int
return	double

Reset() public method

public Reset ( ) : void
return	void

Search() public abstract method

public abstract Search ( ) : int
return	int

Property Details

ActionUpdate public property

public int ActionUpdate
return	int

Age public property

public int Age
return	int

Environment public property

public AIXIEnvironment,AIXI Environment
return	AIXIEnvironment

Horizon public property

public int Horizon
return	int

LastUpdate public property

public int LastUpdate
return	int

LearningPeriod public property

public int LearningPeriod
return	int

Options public property

public Dictionary Options
return	string>.Dictionary

PerceptUpdate public property

public int PerceptUpdate
return	int

TotalReward public property

public double TotalReward
return	double