def evaluate(players: list, games: int, randomized: bool, first_chosen: bool, render: bool = False, verbose: bool = False) -> float:
assert not first_chosen or games % az_quiz.AZQuiz.actions == 0, \
"If `first_chosen` is True, the number of games must be divisble by the number of actions"
wins = [0, 0]
for i in range(games):
for to_start in range(2):
game = az_quiz.AZQuiz(randomized)
if first_chosen:
game.move(i % game.actions)
while game.winner is None:
game.move(players[to_start ^ game.to_play].play(game.clone()))
if render:
game.render()
time.sleep(0.3)
if game.winner == to_start:
wins[to_start] += 1
if render:
time.sleep(1.0)
if verbose:
print("First player win rate after {} games: {:.2f}% ({:.2f}% and {:.2f}% when starting and not starting)".format(
2 * i + 2, 100 * (wins[0] + wins[1]) / (2 * i + 2), 100 * wins[0] / (i + 1), 100 * wins[1] / (i + 1)))
return (wins[0] + wins[1]) / (2 * games)
def evaluate(players, games, randomized, render):
wins = [0, 0]
for i in range(games):
for to_start in range(2):
game = az_quiz.AZQuiz(randomized)
to_play = to_start
try:
while game.winner is None:
game.move(players[to_play].play(game.clone()))
to_play = 1 - to_play
if render:
game.render()
time.sleep(0.3)
except ValueError:
pass
if to_play == 1:
wins[to_start] += 1
if render:
time.sleep(1.0)
print(
"First player win rate after {} games: {:.2f}% ({:.2f}% and {:.2f}% when starting and not starting)"
.format(2 * i + 2, 100 * (wins[0] + wins[1]) / (2 * i + 2),
100 * wins[0] / (i + 1), 100 * wins[1] / (i + 1)),
file=sys.stderr)
def evaluate(player, games=50, randomized=False):
# Will be implemented slightly differently in ReCodEx
players = [player, az_quiz_player_simple_heuristic.Player()]
wins = [0, 0]
for i in range(games):
for to_start in range(2):
game = az_quiz.AZQuiz(randomized)
while game.winner is None:
game.move(players[to_start ^ game.to_play].play(game.clone()))
if game.winner == to_start:
wins[to_start] += 1
print(
"First player win rate after {} games: {:.2f}% ({:.2f}% and {:.2f}% when starting and not starting)"
.format(2 * i + 2, 100 * (wins[0] + wins[1]) / (2 * i + 2),
100 * wins[0] / (i + 1), 100 * wins[1] / (i + 1)))
def evaluate(players, games, randomized, first_fixed, render):
wins = [0, 0]
for i in range(games):
for to_start in range(2):
game = az_quiz.AZQuiz(randomized)
if first_fixed:
game.move(i % game.actions)
while game.winner is None:
game.move(players[to_start ^ game.to_play].play(game.clone()))
if render:
game.render()
time.sleep(0.3)
if game.winner == to_start:
wins[to_start] += 1
if render:
time.sleep(1.0)
print(
"First player win rate after {} games: {:.2f}% ({:.2f}% and {:.2f}% when starting and not starting)"
.format(2 * i + 2, 100 * (wins[0] + wins[1]) / (2 * i + 2),
100 * wins[0] / (i + 1), 100 * wins[1] / (i + 1)))