Examples with DiffGame numbergame.DiffGame used on opensource projects

Example 1 with DiffGame

use of numbergame.DiffGame in project SimpleAsteroids by ljialin.

the class TestDiffGame method runTrial.

public static double runTrial(boolean runVisible) {
    // make an agent to test
    DiffGame.nValues = 21;
    DiffGame.minscore = 0;
    StateObservationMulti stateObs = new DiffGame();
    DefaultMutator.totalRandomChaosMutation = false;
    ElapsedCpuTimer timer = new ElapsedCpuTimer();
    AbstractMultiPlayer player1, player2;
    int idPlayer1 = 0;
    int idPlayer2 = 1;
    // try the evolutionary players
    int nResamples = 10;
    EvoAlg evoAlg = new SimpleRMHC(nResamples);
    EvoAlg evoAlg2 = new SimpleRMHC(nResamples);
    double kExplore = 2;
    int nNeighbours = 50;
    int nEvals = 1500;
    // evoAlg = new NTupleBanditEA(kExplore, nNeighbours);
    controllers.multiPlayer.ea.Agent agentEAShift = new controllers.multiPlayer.ea.Agent(stateObs, timer, evoAlg, idPlayer1, nEvals);
    agentEAShift.useShiftBuffer = true;
    agentEAShift.sequenceLength = 5;
    player1 = agentEAShift;
    controllers.multiPlayer.ea.Agent agentEANoShift = new controllers.multiPlayer.ea.Agent(stateObs, timer, evoAlg2, idPlayer2, nEvals);
    agentEANoShift.useShiftBuffer = true;
    agentEANoShift.sequenceLength = 25;
    player2 = agentEANoShift;
    // player2 = new controllers.multiPlayer.discountOLMCTS.Agent(stateObs, timer, idPlayer2);
    // player2 = new controllers.multiPlayer.doNothing.Agent(stateObs, timer, idPlayer2);
    // player2 = new controllers.multiPlayer.sampleRandom.Agent(stateObs, timer, idPlayer2);
    // player1  = new controllers.multiPlayer.smlrand.Agent();
    // EvoAlg evoAlg2 = new SimpleRMHC(1);
    // player1 = new controllers.multiPlayer.ea.Agent(linkState, timer, evoAlg2, idPlayer1, nEvals / 5);
    // in milliseconds
    int thinkingTime = 50;
    int delay = 10;
    // player = new controllers.singlePlayer.sampleRandom.Agent(stateObs, timer);
    // check that we can play the game
    Random random = new Random();
    int nSteps = 50;
    StatSummary sst1 = new StatSummary("Player 1 Elapsed Time");
    StatSummary sst2 = new StatSummary("Player 2 Elapsed Time");
    StatSummary ssTicks1 = new StatSummary("Player 1 nTicks");
    StatSummary ssTicks2 = new StatSummary("Player 2 nTicks");
    for (int i = 0; i < nSteps && !stateObs.isGameOver(); i++) {
        timer = new ElapsedCpuTimer();
        timer.setMaxTimeMillis(thinkingTime);
        ElapsedTimer t1 = new ElapsedTimer();
        // keep track of the number of game ticks used by each algorithm
        int ticks;
        ticks = DiffGame.nTicks;
        Types.ACTIONS action1 = player1.act(stateObs.copy(), timer);
        sst1.add(t1.elapsed());
        ticks = DiffGame.nTicks - ticks;
        ssTicks1.add(ticks);
        System.out.println("Player 1 Ticks = " + ticks);
        ElapsedTimer t2 = new ElapsedTimer();
        ticks = DiffGame.nTicks;
        Types.ACTIONS action2 = player2.act(stateObs.copy(), timer);
        sst2.add(t2.elapsed());
        ticks = DiffGame.nTicks - ticks;
        ssTicks2.add(ticks);
        stateObs.advance(new Types.ACTIONS[] { action1, action2 });
        // System.out.println(multi.getGameScore());
        System.out.println(stateObs);
    }
    System.out.println(stateObs.getGameScore());
    System.out.println(stateObs.isGameOver());
    // System.out.println(SingleTreeNode.rollOutScores);
    System.out.println(sst1);
    System.out.println(sst2);
    System.out.println(ssTicks1);
    System.out.println(ssTicks2);
    return stateObs.getGameScore(0);
}