net.sourceforge.jabm.learning
Interface MimicryLearner

All Superinterfaces:

ContinuousLearner, Learner

All Known Implementing Classes:

SlidingWindowLearner, WidrowHoffLearner, WidrowHoffLearnerWithMomentum

public interface MimicryLearner
extends ContinuousLearner

A learner that attempts to adjust its output to match a training signal.

Method Summary

void	randomInitialise() Initialise with random values for free parameters
void	setOutputLevel(double currentOutput) Initialise the learning algorithm to output the supplied value.
void	train(double target) Provide a training signal to the learning algorithm.

Methods inherited from interface net.sourceforge.jabm.learning.ContinuousLearner

act

Methods inherited from interface net.sourceforge.jabm.learning.Learner

dumpState, getLearningDelta, monitor

Method Detail

train

void train(double target)

Provide a training signal to the learning algorithm.

setOutputLevel

void setOutputLevel(double currentOutput)

Initialise the learning algorithm to output the supplied value.

randomInitialise

void randomInitialise()

Initialise with random values for free parameters