update mcts

This commit is contained in:
ramollia
2026-01-16 12:10:45 +01:00
parent a6f5f2c854
commit c54b2a19e2
13 changed files with 437 additions and 1440 deletions

View File

@@ -3,39 +3,39 @@ package org.toop;
import org.toop.app.App;
import org.toop.framework.gameFramework.model.player.Player;
import org.toop.game.games.reversi.BitboardReversi;
import org.toop.game.games.tictactoe.BitboardTicTacToe;
import org.toop.game.players.ArtificialPlayer;
import org.toop.game.players.ai.MCTSAI1;
import org.toop.game.players.ai.MCTSAI2;
import org.toop.game.players.ai.MCTSAI3;
import org.toop.game.players.ai.MCTSAI4;
import org.toop.game.players.ai.MCTSAI5;
import org.toop.game.players.ai.MCTSAI;
import org.toop.game.players.ai.RandomAI;
import org.toop.game.players.ai.mcts.MCTSAI1;
import org.toop.game.players.ai.mcts.MCTSAI2;
import org.toop.game.players.ai.mcts.MCTSAI3;
import org.toop.game.players.ai.mcts.MCTSAI4;
public final class Main {
static void main(String[] args) {
App.run(args);
// testMCTS(100);
// App.run(args);
testMCTS(25);
}
private static void testMCTS(int games) {
var versions = new ArtificialPlayer[5];
versions[0] = new ArtificialPlayer<>(new MCTSAI1<BitboardTicTacToe>(10), "MCTS V1 AI");
versions[1] = new ArtificialPlayer<>(new MCTSAI2<BitboardTicTacToe>(10), "MCTS V2 AI");
versions[2] = new ArtificialPlayer<>(new MCTSAI3<BitboardTicTacToe>(10, 10), "MCTS V3 AI");
versions[3] = new ArtificialPlayer<>(new MCTSAI4<BitboardTicTacToe>(10, 10), "MCTS V4 AI");
versions[4] = new ArtificialPlayer<>(new MCTSAI5<BitboardTicTacToe>(10, 10), "MCTS V5 AI");
versions[0] = new ArtificialPlayer<>(new RandomAI<BitboardReversi>(), "Random AI");
versions[1] = new ArtificialPlayer<>(new MCTSAI1<BitboardReversi>(1000), "MCTS V1 AI");
versions[2] = new ArtificialPlayer<>(new MCTSAI2<BitboardReversi>(1000), "MCTS V2 AI");
versions[3] = new ArtificialPlayer<>(new MCTSAI3<BitboardReversi>(10, 10), "MCTS V3 AI");
versions[4] = new ArtificialPlayer<>(new MCTSAI4<BitboardReversi>(10, 10), "MCTS V4 AI");
for (int i = 2; i < versions.length; i++) {
for (int i = 0; i < versions.length; i++) {
for (int j = i + 1; j < versions.length; j++) {
final int playerIndex1 = i % versions.length;
final int playerIndex2 = j % versions.length;
testAI(games, new Player[] { versions[playerIndex1], versions[playerIndex2]});
testAI(games, new ArtificialPlayer[] { versions[playerIndex1], versions[playerIndex2]});
}
}
}
private static void testAI(int games, Player<BitboardReversi>[] ais) {
private static void testAI(int games, ArtificialPlayer<BitboardReversi>[] ais) {
int wins = 0;
int ties = 0;
@@ -47,6 +47,11 @@ public final class Main {
final long move = ais[currentAI].getMove(match);
match.play(move);
if (ais[currentAI].getAi() instanceof MCTSAI<?> mcts) {
final int lastIterations = mcts.getLastIterations();
System.out.printf("iterations %s: %d\n", ais[currentAI].getName(), lastIterations);
}
}
if (match.getWinner() < 0) {

View File

@@ -15,13 +15,11 @@ import org.toop.app.widget.complex.PlayerInfoWidget;
import org.toop.app.widget.complex.ViewWidget;
import org.toop.app.widget.popup.ErrorPopup;
import org.toop.app.widget.tutorial.*;
import org.toop.game.players.ai.MCTSAI1;
import org.toop.game.players.ai.MCTSAI2;
import org.toop.game.players.ai.MCTSAI3;
import org.toop.game.players.ai.MCTSAI4;
import org.toop.game.players.ai.MCTSAI5;
import org.toop.game.players.ai.mcts.MCTSAI1;
import org.toop.game.players.ai.mcts.MCTSAI2;
import org.toop.game.players.ai.mcts.MCTSAI3;
import org.toop.game.players.ai.mcts.MCTSAI4;
import org.toop.game.players.ai.MiniMaxAI;
import org.toop.game.players.ai.RandomAI;
import org.toop.local.AppContext;
import javafx.geometry.Pos;
@@ -87,12 +85,12 @@ public class LocalMultiplayerView extends ViewWidget {
if (information.players[0].isHuman) {
players[0] = new LocalPlayer<>(information.players[0].name);
} else {
players[0] = new ArtificialPlayer<>(new MCTSAI4<BitboardReversi>(100, 3), "MCTS V4 AI");
players[0] = new ArtificialPlayer<>(new MCTSAI4<BitboardReversi>(1000, 4), "MCTS V4 AI");
}
if (information.players[1].isHuman) {
players[1] = new LocalPlayer<>(information.players[1].name);
} else {
players[1] = new ArtificialPlayer<>(new MCTSAI5<BitboardReversi>(100, 3), "MCTS V5 AI");
players[1] = new ArtificialPlayer<>(new MCTSAI2<BitboardReversi>(1000), "MCTS V2 AI");
}
if (AppSettings.getSettings().getTutorialFlag() && AppSettings.getSettings().getFirstReversi()) {
new ShowEnableTutorialWidget(