public CardKeyInfo(Handmanager.Handcard hc, bool own, Playfield pf)
{
entity = hc.entity;
position = hc.position;
manacost = hc.getManaCost(pf, own);
playable = hc.canplayCard(pf, own);
cardName = hc.card.name.ToString();
}
public void getNNPolicy(Playfield p, bool own)
{
dynamic board_encode = parsePlayfieldCNN(p, own);
dynamic prob_list = getNNPolicyCard(board_encode);
Player mPlayer = p.getCurrentPlayer(true);
Player ePlayer = p.getCurrentPlayer(false);
foreach (CardDB.cardName cn in cardIdxDict.Keys)
{
int idx = cardIdxDict[cn];
double prob = prob_list[idx];
//string formattedString = prob.ToString(".################");
//Console.WriteLine(cn + ":" + formattedString);
}
List <double> cardProbList = new List <double>();
foreach (Handmanager.Handcard hc in mPlayer.owncards)
{
double prob = prob_list[cardIdxDict[hc.card.name]];
cardProbList.Add(prob);
}
MathUtils.SoftMax(cardProbList);
for (int i = 0; i < mPlayer.owncards.Count; i++)
{
Handmanager.Handcard hc = mPlayer.owncards[i];
//Console.WriteLine("card idx:" + cardIdxDict[hc.card.name]);
hc.playProb = cardProbList[i];
Console.WriteLine(hc.card.name + ":" + hc.playProb);
cardProbList.Add(hc.playProb);
}
var mySortedCards = mPlayer.owncards.OrderByDescending(l => l.playProb);
int totalCost = 0;
int maxMana = mPlayer.ownMaxMana;
bool toPlay = true;
foreach (Handmanager.Handcard hc in mySortedCards)
{
if (!toPlay)
{
hc.playProb = 0.0;
}
else
{
int manaCost = hc.getManaCost(p, p.isOwnTurn);
totalCost += manaCost;
if (totalCost > maxMana)
{
toPlay = false;
}
//Console.WriteLine("to play: " + hc.card.name);
}
}
for (int i = 0; i < mPlayer.owncards.Count; i++)
{
Handmanager.Handcard hc = mPlayer.owncards[i];
//Console.WriteLine(hc.card.name + ":" + hc.playProb);
}
int offSet = cardIdxDict.Count;
List <double> targetProbList = new List <double>();
foreach (Minion m in ePlayer.ownMinions)
{
double prob = prob_list[offSet + cardIdxDict[m.name]];
targetProbList.Add(prob);
}
MathUtils.SoftMax(targetProbList);
for (int i = 0; i < ePlayer.ownMinions.Count; i++)
{
Minion m = ePlayer.ownMinions[i];
//Console.WriteLine("minion idx:" + (offSet + cardIdxDict[m.name]));
m.targetProb = targetProbList[i];
//Console.WriteLine(m.name + ":" + m.targetProb);
}
board_encode.Dispose();
prob_list.Dispose();
}
