private void Start()
{
if (m_layerLengths[0] <= 0)
{
m_layerLengths[0] = m_sampleManager.GetInputLayerLengthDynamiclyScreenshot();
}
if (m_layerLengths[m_layerLengths.Length - 1] <= 0)
{
m_layerLengths[m_layerLengths.Length - 1] = ScreenshotManager.Instance().GetOutputNumber();
}
InitializeContainer(new NeuralNetwork(
m_layerLengths,
m_trainingManager.GetLearnRate(),
m_trainingManager.GetBatchSize(),
m_trainingManager.GetDropoutRate(),
m_trainingManager.GetWeightDecayRate(),
m_activisionType,
m_activisionTypeOutput,
m_costType,
m_initializationType,
m_initializationSeed,
m_activisionConstant,
m_initDropoutSeed));
//SaveContainer(m_dataFileName);
}
private float[] MoveToRaycastposition()
{
float[] inputData = new float[ScreenshotManager.Instance().GetOutputNumber()];
if (!m_isMovingRight && !m_isMovingLeft)
{
m_changeDirectionTimer += Time.deltaTime;
if (inputData.Length == 3)
{
inputData[2] = 1;
}
if (inputData.Length == 5)
{
inputData[4] = 1;
}
return(inputData);
}
m_position = m_visualCapturePlayer.position.x - GetAreaStartPosition().x;
m_wantPosition = m_pixelSize * (0.5f + (m_isMovingLeft ? m_moveToIndexPositionLeft : m_moveToIndexPositionRight));
//Debug.Log(m_visualCapturePlayer.position.x - GetAreaStartPosition().x);
//Debug.Log(m_moveToIndexPositionLeft + ", " + m_moveToIndexPositionRight);
//Debug.DrawRay(m_visualCapturePlayer.position, Vector3.up * 10f, Color.red, 1);
//Debug.DrawRay(m_visualCapturePlayer.position, Vector3.right * m_wantPosition, Color.blue);
if (m_isMovingLeft)
{
if (m_position < m_wantPosition)
{
m_isMovingLeft = false;
}
else
{
inputData[0] = 1;
}
}
if (m_isMovingRight)
{
if (m_position > m_wantPosition)
{
m_isMovingRight = false;
}
else
{
inputData[1] = 1;
}
}
return(inputData);
}
public float[] GenerateInputDataPlayer()
{
float[] input = new float[ScreenshotManager.Instance().GetOutputNumber()];
if (Input.GetKey(m_keyLeft) || Input.GetAxis("LeftJoystickHorizontal") < -0.2f)
{
input[0] = 1;
}
if (Input.GetKey(m_keyRight) || Input.GetAxis("LeftJoystickHorizontal") > 0.2f)
{
input[1] = 1;
}
if (input[0] == 0 && input[1] == 0)
{
if (ScreenshotManager.Instance().GetOutputNumber() == 3)
{
input[2] = 1;
}
if (ScreenshotManager.Instance().GetOutputNumber() == 5)
{
input[4] = 1;
}
}
if (ScreenshotManager.Instance().GetOutputNumber() >= 4)
{
if (Input.GetKey(m_keyUp))
{
input[2] = 1;
}
if (Input.GetKey(m_keyDown))
{
input[3] = 1;
}
}
return(input);
}