Files
cs8803p4/src/model/comPlayer/generator/AlphaBetaMoveGenerator.java
Woody Folsom 3ba0db6ebd All MoveGenerators default to 1 move lookahead.
Made MoveGenerators protected for unit testing.
Added unit test for some analysis of MoveGenerator speeds.
Fixed MDP to consider all states where #turns = maxTurns terminal.
2012-05-01 22:24:02 -04:00

122 lines
3.1 KiB
Java

package model.comPlayer.generator;
import java.util.Arrays;
import java.util.List;
import model.Board;
import model.BoardScorer;
import model.Move;
import model.SearchResult;
public class AlphaBetaMoveGenerator implements MoveGenerator {
private static final int DEFAULT_RECURSIVE_PLAYS = 1;
private int lookahead = DEFAULT_RECURSIVE_PLAYS;
private final BoardScorer scorer = new BoardScorer();
private final ValidMoveGenerator validMoveGenerator = new ValidMoveGenerator();
@Override
public Move genMove(Board board, boolean asHuman) {
if (!asHuman) {
return getMaxValue(board, asHuman, lookahead * 2,
Integer.MIN_VALUE, Integer.MAX_VALUE).move;
} else {
return getMinValue(board, asHuman, lookahead * 2,
Integer.MIN_VALUE, Integer.MAX_VALUE).move;
}
}
/**
* AlphaBetaMoveGenerator2 does not support this method.
*/
@Override
public List<Move> genMoves(Board board, boolean asHuman, int nMoves) {
Move[] doNothing = new Move[] { Move.NONE };
return Arrays.asList(doNothing);
}
private SearchResult getMaxValue(Board board, boolean asHuman,
int recursionLevel, int alpha, int beta) {
if (recursionLevel < 1) {
return new SearchResult(Move.NONE, scorer.getScore(board));
}
List<Move> validMoves = validMoveGenerator.genMoves(board, asHuman,
MoveGenerator.ALL_MOVES);
SearchResult bestResult = new SearchResult(Move.NONE, Integer.MIN_VALUE);
if (validMoves.size() == 0) {
return bestResult;
}
for (Move nextMove : validMoves) {
Board nextBoard = new Board(board);
if (!nextBoard.playTile(nextMove.getCell(), nextMove.getColor())) {
throw new RuntimeException(
"Illegal move attempted during search!");
}
SearchResult searchResult = new SearchResult(nextMove, getMinValue(
nextBoard, !asHuman, recursionLevel - 1, alpha, beta).score);
if (searchResult.compareTo(bestResult) > 0) {
bestResult = searchResult;
}
if (bestResult.score >= beta) {
return bestResult;
}
alpha = Math.max(alpha, bestResult.score);
}
return bestResult;
}
private SearchResult getMinValue(Board board, boolean asHuman,
int recursionLevel, int alpha, int beta) {
if (recursionLevel < 1) {
return new SearchResult(Move.NONE, scorer.getScore(board));
}
List<Move> validMoves = validMoveGenerator.genMoves(board, asHuman,
MoveGenerator.ALL_MOVES);
SearchResult bestResult = new SearchResult(Move.NONE, Integer.MAX_VALUE);
if (validMoves.size() == 0) {
return bestResult;
}
for (Move nextMove : validMoves) {
Board nextBoard = new Board(board);
if (!nextBoard.playTile(nextMove.getCell(), nextMove.getColor())) {
throw new RuntimeException(
"Illegal move attempted during search!");
}
SearchResult searchResult = new SearchResult(nextMove, getMaxValue(
nextBoard, !asHuman, recursionLevel - 1, alpha, beta).score);
if (searchResult.compareTo(bestResult) < 0) {
bestResult = searchResult;
}
if (bestResult.score <= alpha) {
return bestResult;
}
beta = Math.min(beta, bestResult.score);
}
return bestResult;
}
@Override
public boolean setLookahead(int lookahead) {
this.lookahead = lookahead;
return true;
}
}