print("*** userターン○ ***")
env.print_screen()
enables = env.get_enables(1)
if len(enables) > 0:
flg = False
while not flg:
print("番号を入力してください")
print(enables)
inp = input('>>> ')
action_t = int(inp)
for i in enables:
if action_t == i:
flg = True
break
env.update(action_t, 1)
else:
print("パス")
if env.isEnd() == True: break
print("*** AIターン● ***")
env.print_screen()
enables = env.get_enables(2)
if len(enables) > 0:
qvalue, action_t = agent.select_enable_action(env.screen, enables)
print('>>> {:}'.format(action_t))
env.update(action_t, 2)
else:
print("パス")
reword = 0
if end == True:
if win == playerID[j]:
# 勝ったら報酬1を得る
reword = 1
players[j].store_experience(
state, targets, tr, reword, state_X, target_X,
end)
players[j].experience_replay()
# 行動を選択
action = players[i].select_action(state, targets,
players[i].exploration)
# 行動を実行
env.update(action, playerID[i])
# for log
loss = players[i].current_loss
Q_max, Q_action = players[i].select_enable_action(
state, targets)
print(
"player:{:1d} | pos:{:2d} | LOSS: {:.4f} | Q_MAX: {:.4f}"
.format(playerID[i], action, loss, Q_max))
# 行動を実行した結果
terminal = env.isEnd()
w = env.winner()
print("EPOCH: {:03d}/{:03d} | WIN: player{:1d}".format(e, n_epochs, w))
# 保存は後攻のplayer2 を保存する。
from Reversi import Reversi
game = Reversi(size=800, gameName='Toby\'s Game')
while True:
if (not game.update()):
break
