def test_win_rate(hand1, share_card1):
print(cards2newcards(hand1))
print(cards2newcards(share_card1))
hole_card = gen_cards(cards2newcards(hand1))
community_card = gen_cards(cards2newcards(share_card1))
mycards = hand1 + share_card1
#cards = state.sharedcards + state.player[id].cards
hand = Hand(mycards)
level = hand.level
# print(level)
est = estimate_hole_card_win_rate(nb_simulation=10000,
nb_player=3,
hole_card=hole_card,
community_card=community_card)
print(est)
def ai(id, state):
weight = [0, 1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
remain_card = list(range(0, 52))
cards = state.sharedcards + state.player[id].cards
num_cards = [i // 4 for i in cards]
color_cards = [i % 4 for i in cards]
num = len(cards)
big_blind = 40
alpha = 1
# 波动系数 3人局并且求稳定 正常打法
# 在需要修改时 提高alpha
for x in cards:
remain_card.pop(remain_card.index(x))
cnt = [0 for col in range(11)]
# 模拟发牌1000次
for i in range(2000):
heap = remain_card[:]
mycards = cards[:]
random.shuffle(heap)
while len(mycards) != 7:
mycards.append(heap.pop())
hand = Hand(mycards)
level = hand.level
cnt[level] += weight[level]
# sum为评估值
sum = 0
for x in cnt:
sum += x / 2000
########################################
###################################
def cards2newcards(cards):
num_list = [2, 3, 4, 5, 6, 7, 8, 9, 'T', 'J', 'Q', 'K', 'A']
# name = ['spade', 'heart', 'diamond', 'club']
color_list = ['S', 'H', 'D', 'C']
new_cards = []
for i in range(len(cards)):
num = cards[i] // 4
color = cards[i] % 4
one_card = color_list[color] + str(num_list[num])
new_cards.append(one_card)
return new_cards
hand_ = cards2newcards(state.player[id].cards)
shared_ = cards2newcards(state.sharedcards)
hole_card = gen_cards(hand_)
community_card = gen_cards(shared_)
estimate = estimate_hole_card_win_rate(nb_simulation=5000,
nb_player=3,
hole_card=hole_card,
community_card=community_card)
decision = Decision()
totalbet = 0
delta = state.minbet - state.player[state.currpos].bet
if delta >= state.player[state.currpos].money:
totalbet = 2000
else:
totalbet = state.player[state.currpos].totalbet + state.minbet
def decide_1(decision, state, totalbet):
upper_bet = 8 * big_blind * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 1.5 * upper_bet:
decision = add_bet(state, 3 * upper_bet)
else:
decision.allin = 1
return decision
def decide_2(decision, state, totalbet):
upper_bet = 8 * big_blind * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 1.5 * upper_bet:
decision = add_bet(state, 3 * upper_bet)
else:
decision.callbet = 1
return decision
def decide_3(decision, state, totalbet):
upper_bet = 4 * big_blind * alpha
if totalbet < upper_bet: #4倍Big Blind
decision = add_bet(state, upper_bet)
elif totalbet < 200 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_4(decision, state, totalbet):
upper_bet = 2 * big_blind * alpha
if totalbet < upper_bet: #2倍Big Blind
decision = add_bet(state, upper_bet)
elif totalbet < 100 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_5(decision, state, totalbet):
if delta <= 40: #加一倍大盲注以内
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_6(decision, state, totalbet):
if delta <= 20:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_7(decision, state, totalbet):
if delta == 0:
decision.callbet = 1
else:
decision.giveup = 1
return decision
#################################
### 5 cards
def decide_5_1(decision, state, totalbet):
upper_bet = 7 * big_blind * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 3 * upper_bet:
decision = add_bet(state, 6 * upper_bet)
else:
decision.callbet = 1
return decision
def decide_5_2(decision, state, totalbet):
#小于280 加到280
#大于280 小于420 加到840
#大于420 callbet
upper_bet = 7 * big_blind * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 1.5 * upper_bet:
decision = add_bet(state, 3 * upper_bet)
else:
decision.callbet = 1
return decision
def decide_5_3(decision, state, totalbet):
# 小于10倍大盲 加到10倍
# delta<20倍时 跟注
upper_bet = 10 * big_blind * alpha
if totalbet < upper_bet: #4倍Big Blind
decision = add_bet(state, upper_bet)
elif delta < 30 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_5_4(decision, state, totalbet):
upper_bet = 3 * big_blind * alpha
if totalbet < upper_bet: #2倍Big Blind
decision = add_bet(state, upper_bet)
elif totalbet < 10 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_5_5(decision, state, totalbet):
if delta <= 80: #加一倍大盲注以内
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_5_6(decision, state, totalbet):
if delta <= 40:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_5_7(decision, state, totalbet):
if delta == 0:
decision.callbet = 1
else:
decision.giveup = 1
return decision
#################################
# 6cards
#################################
def decide_6_1(decision, state, totalbet):
upper_bet = 7 * big_blind * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 3 * upper_bet:
decision = add_bet(state, 6 * upper_bet)
else:
decision.callbet = 1
return decision
def decide_6_2(decision, state, totalbet):
#小于280 加到280
#大于280 小于420 加到840
#大于420 callbet
upper_bet = 7 * big_blind * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 8 * upper_bet:
decision = add_bet(state, 3 * upper_bet)
else:
decision.callbet = 1
return decision
def decide_6_3(decision, state, totalbet):
# 小于10倍大盲 加到10倍
# delta<20倍时 跟注
upper_bet = 10 * big_blind * alpha
if totalbet < upper_bet: #4倍Big Blind
decision = add_bet(state, upper_bet)
elif delta < 30 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_6_4(decision, state, totalbet):
upper_bet = 3 * big_blind * alpha
if totalbet < upper_bet: #2倍Big Blind
decision = add_bet(state, upper_bet)
elif totalbet < 3 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_6_5(decision, state, totalbet):
if delta <= 80: #加一倍大盲注以内
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_6_6(decision, state, totalbet):
if delta <= 40:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_6_7(decision, state, totalbet):
if delta == 0:
decision.callbet = 1
else:
decision.giveup = 1
return decision
##############################
########7cards
def decide_7_1(decision, state, totalbet):
# 小于2000加到2000
# 否则callbet
upper_bet = 2000 * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
else:
decision.callbet = 1
return decision
def decide_7_2(decision, state, totalbet):
# 小于800加到800
# 小于1500callbet
# 大于1500 givep
upper_bet = 2000 * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
else:
decision.callbet = 1
return decision
def decide_7_3(decision, state, totalbet):
upper_bet = 2000 * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif delta < 2500 * alpha:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_7_4(decision, state, totalbet):
upper_bet = 1000 * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif delta < 2500 * alpha:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_7_5(decision, state, totalbet):
upper_bet = 160 * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif delta < 200 * alpha:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_7_6(decision, state, totalbet):
upper_bet = 80 * alpha
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif delta < 80 * alpha:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_7_7(decision, state, totalbet):
if delta < 40 * alpha:
decision.callbet = 1
else:
decision.giveup = 1
return decision
if num == 2:
decision.allin = 1
elif num == 5:
alpha = 0.3
# 五张牌
if estimate >= 0.74:
decision = decide_5_1(decision, state, totalbet)
elif estimate < 0.74 and estimate >= 0.55 + 0.05:
decision = decide_5_1(decision, state, totalbet)
elif estimate < 0.55 + 0.05 and estimate >= 0.39 + 0.03:
decision = decide_5_2(decision, state, totalbet)
elif estimate < 0.39 + 0.03 and estimate >= 0.34 + 0.03:
decision = decide_5_2(decision, state, totalbet)
elif estimate < 0.34 + 0.03 and estimate >= 0.25 + 0.05:
decision = decide_5_3(decision, state, totalbet)
elif estimate < 0.25 + 0.05 and estimate >= 0.18:
decision = decide_5_4(decision, state, totalbet)
else:
decision = decide_5_5(decision, state, totalbet)
elif num == 6:
# 六张牌
if estimate >= 0.78:
decision = decide_6_1(decision, state, totalbet)
elif estimate < 0.78 and estimate >= 0.56 + 0.05:
decision = decide_6_1(decision, state, totalbet)
elif estimate < 0.56 + 0.05 and estimate >= 0.41 + 0.05:
decision = decide_6_2(decision, state, totalbet)
elif estimate < 0.41 + 0.05 and estimate >= 0.29 + 0.04:
decision = decide_6_2(decision, state, totalbet)
elif estimate < 0.29 + 0.04 and estimate >= 0.24 + 0.04:
decision = decide_6_3(decision, state, totalbet)
elif estimate < 0.24 + 0.04 and estimate >= 0.115:
decision = decide_6_3(decision, state, totalbet)
else:
decision = decide_6_7(decision, state, totalbet)
elif num == 7:
# 七张牌
if estimate >= 0.95:
# allin
decision.allin = 1
elif estimate < 0.9 and estimate >= 0.95:
decision = decide_7_1(decision, state, totalbet)
elif estimate < 0.75 and estimate >= 0.9:
decision = decide_7_1(decision, state, totalbet)
elif estimate > 0.6 and estimate <= 0.75:
decision = decide_7_2(decision, state, totalbet)
elif estimate > 0.35 and estimate <= 0.6:
decision = decide_7_2(decision, state, totalbet)
elif estimate > 0.333 and estimate <= 0.35:
decision = decide_7_3(decision, state, totalbet)
elif estimate > 0.3 and estimate <= 0.333:
decision = decide_7_4(decision, state, totalbet)
else:
decision = decide_7_6(decision, state, totalbet)
# else:
# print('the num of cards is {}'.format(num))
# assert(0)
if state.player[state.currpos].money <= 300:
decision.callbet = 0
decision.raisebet = 0
decision.allin = 1
if decision.callbet == 1 and delta == state.player[state.currpos].money:
decision.callbet = 0
decision.allin = 1
if decision.callbet == 1 and state.minbet == 0:
t = random.randint(0, 2)
if t == 0:
decision.callbet = 0
decision.raisebet = 1
decision.amount = state.bigBlind
return decision
def ai(id, state):
weight = [0, 1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
remain_card = list(range(0, 52))
cards = state.sharedcards + state.player[id].cards
num = len(cards)
for x in cards:
remain_card.pop(remain_card.index(x))
cnt = [0 for col in range(11)]
# 模拟发牌1000次
for i in range(1000):
heap = remain_card[:]
mycards = cards[:]
random.shuffle(heap)
while len(mycards) != 7:
mycards.append(heap.pop())
hand = Hand(mycards)
level = hand.level
cnt[level] += weight[level]
# sum为评估值
sum = 0
for x in cnt:
sum += x / 1000
decision = Decision()
totalbet = 0
delta = state.minbet - state.player[state.currpos].bet
if delta >= state.player[state.currpos].money:
totalbet = 1000
else:
totalbet = state.player[state.currpos].totalbet + state.minbet
if num == 2:
# 两张牌
if cards[0] != cards[1]:
# 非对子
if max(cards) <= 8 and 0 not in cards:
# 最大不超过9：若跟注后超过100，放弃。否则跟注
if totalbet <= 100:
decision.callbet = 1
else:
decision.giveup = 1
if max(cards) <= 11 and 0 not in cards:
# 最大为10-Q：若跟注后超过150，放弃。否则跟注
if totalbet <= 150:
decision.callbet = 1
else:
decision.giveup = 1
else:
# 最大为K-A： 若跟注后超过200，放弃。否则跟注
if totalbet <= 200:
decision.callbet = 1
else:
decision.giveup = 1
else:
# 对子
if max(cards) <= 11 and 0 not in cards:
# 对子，不超过Q：跟注。若跟注后低于200，加注到200以上
if totalbet < 200:
decision = add_bet(state, 200)
else:
decision.callbet = 1
else:
# 双A、双K：跟注。若跟注后低于300，加注到300
if totalbet < 300:
decision = add_bet(state, 300)
else:
decision.callbet = 1
elif num == 5:
# 五张牌
if sum < 4:
# 直接放弃
decision.giveup = 1
elif sum >= 4 and sum < 10:
# 若跟注后超过150，放弃。否则跟注
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 150:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
elif sum >= 10 and sum < 20:
# 跟注。若跟注后低于300，加注到300
if totalbet < 300:
decision = add_bet(state, 300)
else:
decision.callbet = 1
elif sum >= 20 and sum < 50:
# 跟注。若跟注后低于600，加注到600
if totalbet < 600:
decision = add_bet(state, 600)
else:
decision.callbet = 1
else:
# allin
decision.allin = 1
elif num == 6:
# 六张牌
if sum < 2:
# 直接放弃
decision.giveup = 1
elif sum >= 2 and sum < 8:
# 若跟注后超过300，放弃。否则跟注
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 300:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
elif sum >= 8 and sum < 20:
# 跟注。若跟注后低于300，加注到300
if totalbet < 300:
decision = add_bet(state, 300)
else:
decision.callbet = 1
elif sum >= 20 and sum < 40:
# 跟注。若跟注后低于600，加注到600
if totalbet < 600:
decision = add_bet(state, 600)
else:
decision.callbet = 1
else:
# allin
decision.allin = 1
elif num == 7:
# 七张牌
if level == 7:
# allin
decision.allin = 1
elif level == 6:
# 跟注，若跟注后低于600，加注到600
if totalbet < 600:
decision = add_bet(state, 600)
else:
decision.callbet = 1
elif level == 5:
# 跟注，若跟注后低于500，加注到500
if totalbet < 500:
decision = add_bet(state, 500)
else:
decision.callbet = 1
elif level == 4:
# 跟注，若跟注后低于400，加注到400
if totalbet < 400:
decision = add_bet(state, 400)
else:
decision.callbet = 1
elif level == 3:
# 若跟注后超过500，放弃。否则跟注。若跟注后低于300，加注到300
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 300:
decision = add_bet(state, 300)
elif totalbet < 500:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
elif level == 2:
if cards.count(0) == 2 or cards.count(12) == 2:
# 双A双K 若跟注后超过200，放弃。否则跟注
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 200:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
else:
# 不超过双Q 若跟注后超过200，放弃。否则跟注
if totalbet > 200:
decision.giveup = 1
else:
decision.callbet = 1
elif level == 1:
decision.giveup = 1
else:
print('the num of cards is {}'.format(num))
assert (0)
if decision.callbet == 1 and delta == state.player[state.currpos].money:
decision.callbet = 0
decision.allin = 1
if decision.callbet == 1 and state.minbet == 0:
t = random.randint(0, 2)
if t == 0:
decision.callbet = 0
decision.raisebet = 1
decision.amount = state.bigBlind
return decision
def ai(id, state):
weight = [0, 1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
remain_card = list(range(0, 52))
cards = state.sharedcards + state.player[id].cards
num_cards = [i // 4 for i in cards]
color_cards = [i % 4 for i in cards]
num = len(cards)
big_blind = 40
alpha = 1
# 波动系数 3人局并且求稳定 正常打法
# 在需要修改时 提高alpha
for x in cards:
remain_card.pop(remain_card.index(x))
cnt = [0 for col in range(11)]
# 模拟发牌1000次
for i in range(2000):
heap = remain_card[:]
mycards = cards[:]
random.shuffle(heap)
while len(mycards) != 7:
mycards.append(heap.pop())
hand = Hand(mycards)
level = hand.level
cnt[level] += weight[level]
# sum为评估值
sum = 0
for x in cnt:
sum += x / 2000
decision = Decision()
totalbet = 0
delta = state.minbet - state.player[state.currpos].bet
if delta >= state.player[state.currpos].money:
totalbet = 2000
else:
totalbet = state.player[state.currpos].totalbet + state.minbet
def decide_1(decision, state, totalbet, upper_bet):
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 1.5 * upper_bet:
decision = add_bet(state, 3 * upper_bet)
else:
decision.allin = 1
return decision
def decide_2(decision, state, totalbet, upper_bet):
if totalbet < upper_bet:
decision = add_bet(state, upper_bet)
elif totalbet < 1.5 * upper_bet:
decision = add_bet(state, 3 * upper_bet)
else:
decision.callbet = 1
return decision
def decide_3(decision, state, totalbet, upper_bet):
if totalbet < upper_bet: #4倍Big Blind
decision = add_bet(state, upper_bet)
elif totalbet < 3 * upper_bet:
decision.callbet = 1
else:
decision.giveup = 1
return decision
# def decide_4(decision, state, totalbet, upper_bet):
# if totalbet < upper_bet:#2倍Big Blind
# decision = add_bet(state, upper_bet)
# elif totalbet < 2.5*upper_bet:
# decision.callbet = 1
# else:
# decision.giveup = 1
# return decision
def decide_4(decision, state, totalbet, upper_bet):
if delta <= 40: #加一倍大盲注以内
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_5(decision, state, totalbet, upper_bet):
if delta <= 20:
decision.callbet = 1
else:
decision.giveup = 1
return decision
def decide_6(decision, state, totalbet, upper_bet):
if delta == 0:
decision.callbet = 1
else:
decision.giveup = 1
return decision
if num == 2:
if num_cards[0] == num_cards[1]:
# 对子
if max(num_cards) >= 10:
# QQ KK AA 一等牌力
upper_bet = 8 * big_blind * alpha
decision = decide_1(decision, state, totalbet, upper_bet)
if max(num_cards) >= 8 and max(num_cards) <= 9:
# TT JJ 二等牌力
upper_bet = 8 * big_blind * alpha
decision = decide_2(decision, state, totalbet, upper_bet)
if max(num_cards) >= 6 and max(num_cards) <= 7:
# 88 99 三等牌力
upper_bet = 4 * big_blind * alpha
decision = decide_3(decision, state, totalbet, upper_bet)
else:
# 77以下对子 四等牌力
upper_bet = 2 * big_blind * alpha
decision = decide_3(decision, state, totalbet, upper_bet)
else:
#非对子
if color_cards[0] != color_cards[1]:
# 非同花
if num_cards in [[12, 11], [11, 12]]:
upper_bet = 8 * big_blind * alpha
decision = decide_1(decision, state, totalbet, upper_bet)
elif num_cards in [[12, 10], [10, 12], [11, 10], [10, 11]]:
upper_bet = 8 * big_blind * alpha
decision = decide_2(decision, state, totalbet, upper_bet)
elif num_cards in [[12, 9], [11, 9], [10, 9], [9, 10], [9, 11],
[9, 12]]:
upper_bet = 4 * big_blind * alpha
decision = decide_3(decision, state, totalbet, upper_bet)
elif num_cards in [[12, 8], [12, 7], [12, 6], [12, 5], [12, 4],
[12, 3], [11, 8], [10, 8], [9, 8], [8, 9],
[8, 10], [8, 11], [3, 12], [4, 12], [5, 12],
[6, 12], [7, 12], [8, 12]]:
upper_bet = 2 * big_blind * alpha
decision = decide_4(decision, state, totalbet, upper_bet)
elif num_cards in [[12, 2], [12, 1], [12, 0], [0, 12], [1, 12],
[2, 12], [11, 7], [10, 7], [9, 7], [8, 7],
[7, 8], [7, 9], [7, 10], [7, 11], [6, 9],
[9, 6], [8, 6], [7, 6], [6, 7], [6, 8],
[5, 7], [7, 5], [5, 6], [6, 5], [4, 6],
[4, 5], [5, 4], [6, 4], [3, 4], [4, 3]]:
upper_bet = big_blind * alpha
decision = decide_5(decision, state, totalbet, upper_bet)
else:
upper_bet = big_blind * alpha
decision = decide_6(decision, state, totalbet, upper_bet)
else:
# 同花
if num_cards in [[12, 11], [11, 12]]:
upper_bet = 8 * big_blind * alpha
decision = decide_1(decision, state, totalbet, upper_bet)
elif num_cards in [[12, 10], [10, 12], [11, 10], [10, 11],
[12, 9], [9, 12]]:
upper_bet = 8 * big_blind * alpha
decision = decide_2(decision, state, totalbet, upper_bet)
elif num_cards in [[12, 8], [12, 7], [12, 6], [12, 5], [12, 4],
[12, 3], [11, 9], [10, 9], [9, 10], [9, 11],
[3, 12], [4, 12], [5, 12], [6, 12], [7, 12],
[8, 12], [11, 8], [8, 11]]:
upper_bet = 4 * big_blind * alpha
decision = decide_3(decision, state, totalbet, upper_bet)
elif num_cards in [[10, 8], [9, 8], [8, 9], [8, 10], [11, 7],
[10, 7], [9, 7], [8, 7], [7, 8], [7, 9],
[7, 10], [7, 11], [6, 9], [9, 6], [8, 6],
[7, 6], [6, 7], [6, 8], [5, 7], [7, 5],
[5, 6], [6, 5], [4, 6], [4, 5], [5, 4],
[6, 4], [3, 4], [4, 3]]:
upper_bet = 2 * big_blind * alpha
decision = decide_4(decision, state, totalbet, upper_bet)
elif num_cards in [[11, 6], [10, 6], [9, 6], [8, 5], [7, 5],
[7, 4], [6, 4], [5, 3], [4, 2], [3, 2],
[2, 1], [1, 2], [2, 3], [2, 4], [3, 5],
[4, 6], [4, 7], [5, 7], [5, 8], [6, 9],
[6, 10], [6, 11]]:
upper_bet = big_blind * alpha
decision = decide_5(decision, state, totalbet, upper_bet)
else:
upper_bet = big_blind * alpha
decision = decide_6(decision, state, totalbet, upper_bet)
elif num == 5:
# 五张牌
if sum < 4:
# 直接放弃
decision.giveup = 1
elif sum >= 4 and sum < 10:
# 若跟注后超过150，放弃。否则跟注
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 300:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
elif sum >= 10 and sum < 20:
# 跟注。若跟注后低于300，加注到300
if totalbet < 600:
decision = add_bet(state, 600)
else:
decision.callbet = 1
elif sum >= 20 and sum < 50:
# 跟注。若跟注后低于600，加注到600
if totalbet < 1200:
decision = add_bet(state, 1200)
else:
decision.callbet = 1
else:
# allin
decision.allin = 1
elif num == 6:
# 六张牌
if sum < 2:
# 直接放弃
decision.giveup = 1
elif sum >= 2 and sum < 8:
# 若跟注后超过300，放弃。否则跟注
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 600:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
elif sum >= 8 and sum < 20:
# 跟注。若跟注后低于300，加注到300
if totalbet < 600:
decision = add_bet(state, 300)
else:
decision.callbet = 1
elif sum >= 20 and sum < 40:
# 跟注。若跟注后低于600，加注到600
if totalbet < 1200:
decision = add_bet(state, 1200)
else:
decision.callbet = 1
else:
# allin
decision.allin = 1
elif num == 7:
# 七张牌
if level == 7:
# allin
decision.allin = 1
elif level == 6:
# 跟注，若跟注后低于600，加注到600
if totalbet < 1200:
decision = add_bet(state, 1200)
else:
decision.callbet = 1
elif level == 5:
# 跟注，若跟注后低于500，加注到500
if totalbet < 1000:
decision = add_bet(state, 1000)
else:
decision.callbet = 1
elif level == 4:
# 跟注，若跟注后低于400，加注到400
if totalbet < 800:
decision = add_bet(state, 800)
else:
decision.callbet = 1
elif level == 3:
# 若跟注后超过500，放弃。否则跟注。若跟注后低于300，加注到300
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 600:
decision = add_bet(state, 600)
elif totalbet < 1000:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
elif level == 2:
if cards.count(0) == 2 or cards.count(12) == 2:
# 双A双K 若跟注后超过200，放弃。否则跟注
# 若已下的注额大于200, 且本次需跟注额不大于50， 则跟注
if totalbet < 400:
decision.callbet = 1
elif state.player[state.currpos].totalbet + state.player[
state.currpos].bet > 200 and delta < 50:
decision.callbet = 1
else:
decision.giveup = 1
else:
# 不超过双Q 若跟注后超过200，放弃。否则跟注
if totalbet > 400:
decision.giveup = 1
else:
decision.callbet = 1
elif level == 1:
decision.giveup = 1
else:
print('the num of cards is {}'.format(num))
assert (0)
if decision.callbet == 1 and delta == state.player[state.currpos].money:
decision.callbet = 0
decision.allin = 1
if decision.callbet == 1 and state.minbet == 0:
t = random.randint(0, 2)
if t == 0:
decision.callbet = 0
decision.raisebet = 1
decision.amount = state.bigBlind
return decision