public static BinaryFeature encodeDeck(Playfield pf)
{
List <CardDB.Card> mDeck, eDeck;
if (pf.isOwnTurn)
{
mDeck = pf.homeDeck;
eDeck = pf.awayDeck;
}
else
{
eDeck = pf.homeDeck;
mDeck = pf.awayDeck;
}
BinaryFeature ret = new TwoDBinaryFeature(FeatureConst.Instance.cardArray.Length);
foreach (CardDB.Card card in mDeck)
{
int idx = FeatureConst.Instance.cardIdxDict[card.name];
ret.data[idx]++;
}
foreach (CardDB.Card card in eDeck)
{
int idx = FeatureConst.Instance.cardIdxDict[card.name];
ret.data[idx] += 10;
}
for (int i = 0; i < ret.data.Length; i++)
{
ret.data[i] = FeatureConst.Instance.countDict[ret.data[i]];
}
return(ret);
}
public static BinaryFeature encodeHand(Playfield pf)
{
/*
* hand_length = 23
* hand = np.clip(own_hand, 0, 2) * 10 + np.clip(enemy_hand, 0, 2)
* hand = hand.reshape(-1, 1)
*
# print (np.unique(hand))
#
# hand = np.select(
# [hand == 2,
# hand == 1,
# hand == 12,
# hand == 0,
# hand == 11,
# hand == 22,
# hand == 21,
# hand == 10,
# hand == 20],
# [np.array([1, 0, 0, 0, 0, 0, 0, 0, 0]),
# np.array([0, 1, 0, 0, 0, 0, 0, 0, 0]),
# np.array([0, 0, 1, 0, 0, 0, 0, 0, 0]),
# np.array([0, 0, 0, 1, 0, 0, 0, 0, 0]),
# np.array([0, 0, 0, 0, 1, 0, 0, 0, 0]),
# np.array([0, 0, 0, 0, 0, 1, 0, 0, 0]),
# np.array([0, 0, 0, 0, 0, 0, 1, 0, 0]),
# np.array([0, 0, 0, 0, 0, 0, 0, 1, 0]),
# np.array([0, 0, 0, 0, 0, 0, 0, 0, 1])
# ])
#
# one_hot_length = 9
# hand_feature = hand.reshape(-1, hand_length, one_hot_length)
#
# hand_feature = np.rollaxis(hand_feature, 2, 1)
*/
Player mPlayer = pf.getCurrentPlayer(true);
Player ePlayer = pf.getCurrentPlayer(false);
BinaryFeature ret = new TwoDBinaryFeature(FeatureConst.Instance.cardArray.Length);
foreach (Handmanager.Handcard hc in mPlayer.owncards)
{
int idx = FeatureConst.Instance.cardIdxDict[hc.card.name];
if (ret.data[idx] < 2)
{
ret.data[idx]++;
}
}
foreach (Handmanager.Handcard hc in ePlayer.owncards)
{
int idx = FeatureConst.Instance.cardIdxDict[hc.card.name];
if (ret.data[idx] < 20)
{
ret.data[idx] += 10;
}
}
for (int i = 0; i < ret.data.Length; i++)
{
ret.data[i] = FeatureConst.Instance.countDict[ret.data[i]];
}
return(ret);
}