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update mcts

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ramollia
2026-01-16 12:10:45 +01:00
committed by lieght
parent 4e22c01bde
commit d02c7bd095
10 changed files with 423 additions and 1483 deletions
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35
app/src/main/java/org/toop/Main.java
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@@ -1,41 +1,41 @@
package org.toop;
import org.toop.app.App;
import org.toop.framework.gameFramework.model.player.AbstractPlayer;
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.MCTSAI;
import org.toop.game.players.ai.MCTSAI2;
import org.toop.game.players.ai.MCTSAI3;
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) {
@@ -60,4 +65,4 @@ public final class Main {
System.out.printf("Out of %d games, %s won %d -- tied %d -- lost %d, games against %s\n", games, ais[0].getName(), wins, ties, games - wins - ties, ais[1].getName());
System.out.printf("Average win rate was: %.2f\n\n", wins / (float)games);
}
}
}