com.anji.gomoku
Class GomokuScanningNeuralNetPlayer

java.lang.Object
  com.anji.gomoku.GomokuScanningNeuralNetPlayer

All Implemented Interfaces:

Player, BoardPlayer

public class GomokuScanningNeuralNetPlayer
extends java.lang.Object
implements BoardPlayer

Gomoku subject whose moves are determined by a neural net. Neural net input is a 5x5 board grid plus bias clamped at 1. Output is 5x5 grid. Net is activated with all 5x5 grids on bard, and highest output of all activations corrsponding to a legal move is taken as the next move.

Author:

Derek James

Constructor Summary

GomokuScanningNeuralNetPlayer(Activator anActivator)
Construct subject from neural net.

Method Summary

java.lang.String	getPlayerId()
int	move(int[] boardState) Feed board and bias to neural net, 1 5x5 grid at a time, get output, and translate it to a move.
void	reset() reset player state; after a call to reset, the player should be in the same state as it was when created; i.e., it has no memory of previous games played
java.lang.String	toString()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

GomokuScanningNeuralNetPlayer

public GomokuScanningNeuralNetPlayer(Activator anActivator)

Construct subject from neural net.

Parameters:

anActivator -

Method Detail

getPlayerId

public java.lang.String getPlayerId()

Specified by:

getPlayerId in interface Player

Returns:

String unique ID

See Also:

Player.getPlayerId()

move

public int move(int[] boardState)

Feed board and bias to neural net, 1 5x5 grid at a time, get output, and translate it to a move.

Specified by:

move in interface BoardPlayer

Returns:

next move

See Also:

BoardPlayer.move(int[])

reset

public void reset()

Description copied from interface: Player

reset player state; after a call to reset, the player should be in the same state as it was when created; i.e., it has no memory of previous games played

Specified by:

reset in interface Player

See Also:

Player.reset()

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

See Also:

Object.toString()