def make_bet(self, current_bet):
print('enemy bet = {0}'.format(current_bet))
if current_bet is None:
value = random.choice(self.dice).value
quantity_limit = (self.total_dice - len(self.dice)) / 6
if value > 1:
quantity_limit *= 2
quantity = self.count_dice(value) + random.randrange(0, ceil(quantity_limit + 1))
bet = create_bet(quantity, value, current_bet, self, self.game)
else:
if self.choose_action(self.table, current_bet) == DUDO:
return DUDO
else:
Action = self.choose_action(self.table, current_bet)
act_q = current_bet.quantity + Action[0] # quantity + action = next bet's quantity
act_v = Action[1]
bet = create_bet(act_q, act_v, current_bet, self, self.game)
self.Qtable(current_bet, bet)
print('AI bet = {0}'.format(bet))
return bet
def make_bet(self, current_bet):
if current_bet is None:
value = random.choice(self.dice).value
quantity_limit = (self.game.total_dice - len(self.dice)) / 6
if value > 1:
quantity_limit *= 2
quantity = self.count_dice(value) + random.randrange(
0, ceil(quantity_limit + 1))
bet = create_bet(quantity, value, current_bet, self, self.game)
else:
if np.random.uniform() < 0.5:
return DUDO
else:
value = random.choice(self.dice).value
quantity = current_bet.quantity + 1
if quantity > self.game.total_dice:
return DUDO
else:
try:
bet = create_bet(quantity, value, current_bet, self,
self.game)
except BetException:
bet = None
return bet
def make_bet(self, current_bet):
if current_bet is None:
total_dice_estimate = len(self.dice) * len(self.game.players)
value = random.choice(self.dice).value
quantity_limit = (total_dice_estimate - len(self.dice)) / 6
if value > 1:
quantity_limit *= 2
quantity = self.count_dice(value) + random.randrange(
0, ceil(quantity_limit + 1))
bet = create_bet(quantity, value, current_bet, self, self.game)
else:
if self.choose_action(self.table, current_bet) == DUDO:
return DUDO
else:
Action = self.choose_action(self.table, current_bet)
act_q = current_bet.quantity + Action[
0] # quantity + action = next bet's quantity
act_v = Action[1]
bet = create_bet(act_q, act_v, current_bet, self, self.game)
self.Qtable(current_bet, bet)
return bet
def make_bet(self, current_bet):
if current_bet is None:
value = random.choice(self.dice).value
quantity_limit = (self.total_dice - len(self.dice)) / 6
if value > 1:
quantity_limit *= 2
quantity = self.count_dice(value) + random.randrange(
0, ceil(quantity_limit + 1))
bet = create_bet(quantity, value, current_bet, self, self.game)
else:
# Estimate the probability of current bet
P_current = self.prob(
self.total_dice,
current_bet.quantity - self.count_dice(current_bet.value),
current_bet.value)
# Estimate the number of dice in the game with the bet's value
if current_bet.value == 1 or self.game.is_palifico_round():
# There should be twice as many of any value than 1
limit = ceil(self.total_dice / 6.0) + random.randrange(
0, ceil(self.total_dice / 4.0))
else:
limit = ceil(self.total_dice / 6.0) * 2 + random.randrange(
0, ceil(self.total_dice / 4.0))
if current_bet.quantity >= limit or P_current < 0.1:
return DUDO
else:
bet = None
while bet is None:
if self.game.is_palifico_round(
) and self.palifico_round == -1:
# If it is a Palifico round and the player has not already been palifico,
# the value cannot be changed.
value = current_bet.value
quantity = current_bet.quantity + 1
else:
value = random.choice(self.dice).value
if value == 1:
if current_bet.value > 1:
quantity = int(ceil(current_bet.quantity /
2.0))
else:
quantity = current_bet.quantity + 1
else:
if current_bet.value == 1:
quantity = current_bet.quantity * 2 + 1
else:
quantity = current_bet.quantity + 1
try:
bet = create_bet(quantity, value, current_bet, self,
self.game)
except BetException:
bet = None
return bet
def make_bet(self, current_bet): total_dice_estimate = len(self.dice) * len(self.game.players) if current_bet is None: # CPU is the first player, so make a conservative estimate value = random.choice(self.dice).value quantity_limit = (total_dice_estimate - len(self.dice))/6 if value > 1: quantity_limit *= 2 quantity = self.count_dice(value) + random.randrange(0, quantity_limit + 1) bet = create_bet(quantity, value, current_bet, self, self.game) else: # Estimate the number of dice in the game with the bet's value if current_bet.value == 1 or self.game.is_palifico_round(): # There should be twice as many of any value than 1 limit = ceil(total_dice_estimate/6.0) + random.randrange(0, ceil(total_dice_estimate/4.0)) else: limit = ceil(total_dice_estimate/6.0) * 2 + random.randrange(0, ceil(total_dice_estimate/4.0)) if current_bet.quantity >= limit: return DUDO else: bet = None while bet is None: if self.game.is_palifico_round() and self.palifico_round == -1: # If it is a Palifico round and the player has not already been palifico, # the value cannot be changed. value = current_bet.value quantity = current_bet.quantity + random.randrange(0, 2) else: value = random.choice(self.dice).value if value == 1: if current_bet.value > 1: quantity = int(ceil(current_bet.quantity/2.0)) else: quantity = current_bet.quantity + random.randrange(0, 2) else: if current_bet.value == 1: quantity = current_bet.quantity * 2 + 1 else: quantity = current_bet.quantity + random.randrange(0, 2) try: bet = create_bet(quantity, value, current_bet, self, self.game) except BetException: bet = None return bet
def make_bet(self, current_bet):
total_dice_estimate = len(self.dice) * len(self.game.players)
if current_bet is None:
value = random.choice(self.dice).value
quantity_limit = (total_dice_estimate - len(self.dice)) / 6
if value > 1:
quantity_limit *= 2
quantity = self.count_dice(value) + random.randint(
0, ceil(quantity_limit + 1))
bet = create_bet(quantity, value, current_bet, self, self.game)
else:
# Estimate the number of dice in the game with the bet's value
limit = ceil(total_dice_estimate / 6.0) * 2 + random.randrange(
0, ceil(total_dice_estimate / 4.0))
if current_bet.quantity >= limit:
return DUDO
else:
bet = None
while bet is None:
if self.game.is_palifico_round(
) and self.palifico_round == -1:
# If it is a Palifico round and the player has not already been palifico,
# the value cannot be changed.
value = current_bet.value
quantity = current_bet.quantity + 1
else:
value = random.choice(self.dice).value
quantity = current_bet.quantity + 1
try:
bet = create_bet(quantity, value, current_bet, self,
self.game)
except BetException:
bet = None
return bet
def make_bet(self, current_bet):
if current_bet is None:
total_dice_estimate = len(self.dice) * len(self.game.players)
value = random.choice(self.dice).value
quantity_limit = (total_dice_estimate - len(self.dice)) / 6
if value > 1:
quantity_limit *= 2
quantity = self.count_dice(value) + random.randrange(
0, ceil(quantity_limit + 1))
bet = create_bet(quantity, value, current_bet, self, self.game)
else:
p = self.prob(
self.game.total_dice - len(self.dice),
current_bet.quantity - self.count_dice(current_bet.value),
current_bet.value)
abservation = np.array([
current_bet.value, current_bet.quantity, p,
self.game.total_dice
])
action = self.method.choose_action(abservation)
if action == 0:
bet = DUDO
reward = self.reward(current_bet) * 10 * (
self.game.play_no - len(self.game.players))
else:
value = action % 6
quantity = ceil(action / 6) + current_bet.quantity
try:
bet = create_bet(quantity, value, current_bet, self,
self.game)
reward = 1 - self.reward(bet)
except BetException:
bet = None
reward = 0
self.record.append((abservation, action, reward))
return bet
def make_bet(self, current_bet):
string = 'Your turn. Your dice:'
for die in self.dice:
string += ' {0}'.format(die.value)
print(string)
bet = None
while bet is None:
bet_input = input('> ')
if bet_input.lower() == 'dudo':
return DUDO
if 'x' not in bet_input:
print(BAD_BET_ERROR)
continue
bet_fields = bet_input.split('x')
if len(bet_fields) < 2:
print(BAD_BET_ERROR)
continue
try:
quantity = int(bet_fields[0])
value = int(bet_fields[1])
try:
bet = create_bet(quantity, value, current_bet, self,
self.game)
except InvalidDieValueException:
bet = None
print(INVALID_DIE_VALUE_ERROR)
except NonPalificoChangeException:
bet = None
print(NON_PALIFICO_CHANGE_ERROR)
except InvalidNonWildcardQuantityException:
bet = None
print(INVALID_NON_WILDCARD_QUANTITY)
except InvalidWildcardQuantityException:
bet = None
print(INVALID_WILDCARD_QUANTITY)
except InvalidBetException:
bet = None
print(INVALID_BET_EXCEPTION)
except ValueError:
print(BAD_BET_ERROR)
return bet
def make_bet(self, current_bet):
string = 'Your turn. Your dice:'
for die in self.dice:
string += ' {0}'.format(die.value)
print string
bet = None
while bet is None:
bet_input = raw_input('> ')
if bet_input.lower() == 'dudo':
return DUDO
if 'x' not in bet_input:
print BAD_BET_ERROR
continue
bet_fields = bet_input.split('x')
if len(bet_fields) < 2:
print BAD_BET_ERROR
continue
try:
quantity = int(bet_fields[0])
value = int(bet_fields[1])
try:
bet = create_bet(quantity, value, current_bet, self, self.game)
except InvalidDieValueException:
bet = None
print INVALID_DIE_VALUE_ERROR
except NonPalificoChangeException:
bet = None
print NON_PALIFICO_CHANGE_ERROR
except InvalidNonWildcardQuantityException:
bet = None
print INVALID_NON_WILDCARD_QUANTITY
except InvalidWildcardQuantityException:
bet = None
print INVALID_WILDCARD_QUANTITY
except InvalidBetException:
bet = None
print INVALID_BET_EXCEPTION
except ValueError:
print BAD_BET_ERROR
return bet