def train(
name,
alpha=0.05,
gamma=0.6,
exp=0.1,
max_games=10000000,
step=1000000,
progress=100000,
tag=None,
load=None,
):
if not tag:
tag = "%s_%s_%s_%s" % (
name,
str(alpha).replace(".", ""),
str(gamma).replace(".", ""),
str(exp).replace(".", ""),
)
play(
SingleAiPlayer(
SingleAi(alpha, gamma, exp),
tag=tag,
save=step,
exit=max_games,
progress=progress,
load=load,
)
)
return tag
def watch(tag=None, delay=1, alpha=0.1, gamma=0.6, exp=0.1, load=10000000, games=1000):
play(
SplitAiPlayer(
diceai=DiceAi(alpha, gamma, exp),
rollai=RollAi(alpha, gamma, exp),
tag=tag,
load=load,
exit=load + games,
),
doshow=True,
delay=delay,
)
def check(tag, max_game=10000000, step=1000000, sample_size=100000):
print(tag)
for game in range(step, max_game + 1, step):
print("%8i: " % game, end="")
play(
SingleAiPlayer(
SingleAi(),
tag=tag,
load=game,
exit=game + sample_size,
progress=sample_size,
)
)
def watch(
tag=None, delay=1, alpha=0.1, gamma=0.6, exp=0.1, load=10000000, games=1000
):
play(
SingleAiPlayer(
SingleAi(alpha, gamma, exp),
tag=tag,
load=load,
exit=load + games,
),
doshow=True,
delay=delay,
)