public StateActionValueTable(ValueTableInitModes initMode, double value, int numActions, params int[] stateDims)
: this(numActions, stateDims)
{
if (initMode == ValueTableInitModes.Constant)
{
for (int s = 0; s < m_stateLength; s++)
{
for (int a = 0; a < m_numActions; a++)
{
m_valueTable[s, a] = value;
}
}
}
else if (initMode == ValueTableInitModes.UniformRandom)
{
Random r = new Random();
for (int s = 0; s < m_stateLength; s++)
{
for (int a = 0; a < m_numActions; a++)
{
m_valueTable[s, a] = ((r.NextDouble() * 2) - 1) * value;
}
}
}
}
public Policy(ValueTableInitModes initMode, int value, params int[] stateDims)
: this(stateDims)
{
if (initMode == ValueTableInitModes.Constant)
{
for (int s = 0; s < m_stateLength; s++)
{
m_valueTable[s] = value;
}
}
else if (initMode == ValueTableInitModes.UniformRandom)
{
Random r = new Random();
for (int s = 0; s < m_stateLength; s++)
{
m_valueTable[s] = (int)(r.NextDouble() * value);
}
}
}