Esempio n. 1
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  @Test
  public void testUctSearch() {
    GameSet gameSet = new GameSet(new Board(), Occupation.BLACK);
    gameSet.move(Coordinate.c(3, 3));

    Visitor visitor = new Visitor(gameSet);
    UctSearch<Coordinate> search = new UctSearch<Coordinate>(visitor);
    search.setNumberOfSimulations(1000);
    Coordinate bestMove = search.search();

    search.dumpSearch();
    System.out.println("BEST MOVE = " + bestMove);
  }
Esempio n. 2
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  @Test
  public void testUctGame() {
    DecimalFormat df = new DecimalFormat("0.000");
    int nThreads = 2;
    int nSimulations = 200; // 20000
    int boundedTime = 300000;
    int seed = new Random().nextInt();

    System.out.println("RANDOM SEED = " + seed);
    RandomList.setSeed(seed);

    Board board = new Board();
    GameSet gameSet = new GameSet(board, Occupation.BLACK);
    long current = System.currentTimeMillis();

    while (true) {
      Visitor visitor = new Visitor(new GameSet(gameSet));
      UctSearch<Coordinate> search = new UctSearch<Coordinate>(visitor);
      search.setNumberOfThreads(nThreads);
      search.setNumberOfSimulations(nSimulations);
      search.setBoundedTime(boundedTime);

      Coordinate move = search.search();
      if (move == null) break;

      long current0 = current;
      current = System.currentTimeMillis();
      Occupation player = gameSet.getNextPlayer();

      search.dumpPrincipalVariation();
      System.out.println(
          player //
              + " "
              + move //
              + " "
              + df.format(search.getWinningChance()) //
              + " "
              + (current - current0)
              + "ms");

      gameSet.move(move);
      UserInterface.display(gameSet);
    }
  }
Esempio n. 3
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  @Test
  public void testUctSearchTime() {
    int nSimulations = 1000;
    long start = 0, end = 0;

    for (int time = 0; time < 2; time++) {
      Board board = new Board();
      Visitor visitor = new Visitor(new GameSet(board, Occupation.BLACK));
      UctSearch<Coordinate> search = new UctSearch<Coordinate>(visitor);
      search.setNumberOfSimulations(nSimulations);
      start = System.currentTimeMillis();
      search.search();
      end = System.currentTimeMillis();
    }

    float duration = end - start;
    float ms = duration / nSimulations;
    System.out.println("UCT: " + ms + "ms/simulation");
  }
Esempio n. 4
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  @Test
  public void testUctFirstMove() {
    int seed = 760903274;
    System.out.println("RANDOM SEED = " + seed);
    RandomList.setSeed(seed);

    GameSet gameSet = new GameSet(new Board(), Occupation.BLACK);

    Visitor visitor = new Visitor(gameSet);
    UctSearch<Coordinate> search = new UctSearch<Coordinate>(visitor);
    search.setNumberOfThreads(1);
    search.setNumberOfSimulations(80000);

    Coordinate move = search.search();
    gameSet.move(move);

    System.out.println(move);
    assertTrue(move.getX() >= 2);
    assertTrue(move.getY() >= 2);
    assertTrue(move.getX() < Weiqi.size - 2);
    assertTrue(move.getY() < Weiqi.size - 2);
  }