def match(AIs):
def read(popen):
while True:
output = popen.stdout.readline()
if output is not None:
return output.decode('utf-8')
def write(popen, obj):
if popen == AIs[args.p]:
return
popen.stdin.write((str(obj) + '\n').encode('utf-8'))
popen.stdin.flush()
(name0, simulation0), (name1, simulation1), (name2,
simulation2) = players_attr
write(AIs[0], name0)
write(AIs[0], simulation0)
write(AIs[1], name1)
write(AIs[1], simulation1)
write(AIs[2], name2)
write(AIs[2], simulation2)
env = GameEnv()
hand_cards = env.hand_cards()
data.append(env.hand_cards())
game = Game(env, args.p)
for player in range(3):
write(AIs[player], list(hand_cards.flatten()))
slot = []
ig = False
print('Filename:', filename)
print('Your position:', args.p)
print('Your hand cards:', to_chars(hand_cards[args.p]))
while not env.game_over():
period = env.period()
player = env.curr_player()
if period == 1 and player == args.p:
print('Your position:', args.p)
print('Your hand cards:', to_chars(env.hand_cards()[args.p]))
print('Hand cards num of 3 players:', env.hand_cards_num())
print('-----')
if period == 1 or period == 2:
if player == args.p:
if period == 1:
_game = game.copy()
print('Your turn:', end=' ')
chars = input()
try:
if chars == 'pass':
actions = [0]
else:
chars = chars.upper().rstrip().replace(
',', '').split(' ')
while '' in chars:
chars.remove('')
# for char in chars:
# if char not in card_dict:
# raise KeyError('input error')
actions = to_action(chars)
for action in actions:
if action in _game.action_list():
_game.move(action)
else:
raise RuntimeError('couldn\'t move')
except (RuntimeError, KeyError):
print('Invalid action! Please retry.')
print('=====')
continue
game = _game
for action in actions:
env.move(action)
for target in range(3):
write(AIs[target], action)
print('=====')
if period == 2:
print('Your bet:', end=' ')
action = int(input()) + 352
if action not in game.action_list():
print('Invalid action! Please retry.')
continue
env.move(action)
game.move(action)
for target in range(3):
write(AIs[target], action)
else:
action = int(read(AIs[player]))
# print(action)
env.move(action)
game.move(action)
for target in range(3):
if target != player:
write(AIs[target], action)
if period == 1:
slot += to_chars(Action(action).to_array()).replace(
'[', '').replace(']', '').replace(',', '').split(' ')
if env.curr_player() != player:
if action == 0:
print('Player%d pass' % player)
else:
print('Player%d\'s turn:' % player,
str(slot).replace('\'', ''))
print('=====')
slot = []
if period == 2:
print('Player%d\'s bet: %d' % (player, action - 352))
if period == 2 and env.period() == 3:
print('Landlord is Player%d' % env.lord_player())
print('Bottom cards:', to_chars(env.bottom()))
print('===== Game Start =====')
if period == 3:
for player in range(3):
write(AIs[player], env.response(player))
game.move(env.response(args.p))
env.move(-1)
evals = [None, None, None]
for player in range(3):
if player != args.p:
evals[player] = (float(read(AIs[player])) + 1) / 2
AIs[player].terminate()
# print(evals)
data.append(game.policy())
with open('human/%s.pkl' % filename, 'wb') as f:
pickle.dump(data, f)
if args.p == env.lord_player():
is_winner = env.hand_cards_num()[args.p] == 0
else:
is_winner = env.hand_cards_num()[env.lord_player()] != 0
if game.lord_player() == -1:
print('<<<<<<<<<<<<<<< DRAW >>>>>>>>>>>>>>>')
elif is_winner:
print('<<<<<<<<<<<<<<< YOU WIN >>>>>>>>>>>>>>>')
else:
print('<<<<<<<<<<<<<<< YOU LOSE >>>>>>>>>>>>>>>')
from game import GameEnv
import numpy as np
from utils import dump
import os
import shutil
path = 'train'
for cnt in range(30):
env = GameEnv()
games = [Game(env, player) for player in range(3)]
datas = [[env.hand_cards(), None, None] for _ in range(3)]
while not env.game_over():
period = env.period()
if period != 3:
curr_player = env.curr_player()
game = games[curr_player]
action = np.random.choice(game.action_list())
for game in games:
game.move(action)
env.move(action)
else:
for player, game in enumerate(games):
response = env.response(player)
game.move(response)
env.move(-1)
for data, game in zip(datas, games):
data[1] = game.policy()
data[2] = game.eval()
dump(datas, path)
path = 'data/'
files = os.listdir(path)
file = np.random.choice(files)
print(file)
data = pickle_load(path + file)
init, policy, v = data[0]
env = GameEnv()
print(init)
env.load(init)
print(policy)
for action in policy:
print(env.curr_player(), env.lord_player())
print(action)
if env.period() != 3:
env.move(action)
else:
env.move(-1)
print(env)
print('---------------------')
time.sleep(0.5)
print(v)
# TODO: MCTS simulate should be same as action choice
# with open('dump.pkl', 'wb') as f:
# pickle.dump(data, f)
# shuffle(data)