コード例 #1
0
ファイル: PaddleAgent.cs プロジェクト: loganseals/MLBreakout
    // This function gets the action from the model, and adds rewards/penalties if
    // any
    public override void OnActionReceived(float[] vectorAction)
    {
        // create a controlSignal vector and set x value to the first value in the vectorAction array(modified for time and sensitivity)
        Vector3 controlSignal = new Vector3(0, 0, 0);

        controlSignal.x = vectorAction[0] * Time.deltaTime * sens;

        // move the paddle based off the controlSignal
        gameObject.transform.Translate(controlSignal);

        // give reward for the paddle hitting the ball
        if (ballScript.GetPaddleCollision())
        {
            AddReward(0.05f);
        }
        // Ball Fell; give large penalty
        if (ballScript.GetClearBall())
        {
            AddReward(-1.0f);
        }
        // Ball Moving; give small reward
        if (my_ball.transform.localPosition.y > gameObject.transform.localPosition.y)
        {
            AddReward(0.01f);
        }

        // give rewards based off change in score(bricks destroyed)
        int prevScore = curScore;

        curScore = Int32.Parse(scoreUGUI.text);
        if (curScore != prevScore)
        {
            float scoreDiff = curScore - prevScore;
            AddReward(scoreDiff / 10.0f);
        }

        // end the episode if training and the bricks are destroyed or the player has 0 lives
        if (training)
        {
            // end episode when lose a live, or all bricks are destroyed
            if (curScore % 448 == 0 && curScore != 0)
            {
                EndEpisode();
            }

            // if the lives reaches 0, then end the training episode
            curLives = Int32.Parse(livesUGUI.text);
            if (curLives == 0)
            {
                EndEpisode();
            }
        }
    }
コード例 #2
0
    // Update is called once per frame
    void Update()
    {
        // if both players have 0 lives, then load the game over scene
        if (Int32.Parse(playerLivesUGUI.text) <= 0 && Int32.Parse(machineLivesUGUI.text) <= 0)
        {
            UnityEngine.SceneManagement.SceneManager.LoadScene("Game Over");
        }

        // if player hits space or clicks the mouse
        if ((Input.GetKeyDown(KeyCode.Space) || Input.GetKeyDown(KeyCode.Mouse0)) && Int32.Parse(playerLivesUGUI.text) > 0)
        {
            // clear the prompt
            displayUGUI.text = "";

            // set buttonSpawn variable of machineBallScript to false so balls spawn constantly
            machineBallScript.buttonSpawn = false;
        }

        // if the player loses a ball, then display the prompt to the user again
        if (playerBallScript.GetClearBall() && Int32.Parse(playerLivesUGUI.text) > 0)
        {
            displayUGUI.text = prompt;
        }

        // if machine loses all of their lives before the player and the machine has a lower score
        if (Int32.Parse(machineLivesUGUI.text) <= 0 && Int64.Parse(machineScoreUGUI.text) < Int64.Parse(playerScoreUGUI.text))
        {
            // display that the user wins
            secondPromptUGUI.text = "Player Wins!";
        }

        // if player loses all of their lives, then display game over on screen for the player
        if (Int32.Parse(playerLivesUGUI.text) <= 0)
        {
            displayUGUI.text = "Game Over";

            // if the player has lost all of their lives, and their score is less than the machine
            if (Int64.Parse(machineScoreUGUI.text) > Int64.Parse(playerScoreUGUI.text))
            {
                // display prompts to the user
                displayUGUI.text      = "Press Space to Quit";
                secondPromptUGUI.text = "Machine Wins!";

                // if the player hits space or clicks, then load game over scene
                if (Input.GetKeyDown(KeyCode.Space) || Input.GetKeyDown(KeyCode.Mouse0))
                {
                    UnityEngine.SceneManagement.SceneManager.LoadScene("Game Over");
                }
            }
        }
    }