def __init__(self, dir, game, max=max):
super().__init__(dir, game, max=max)
size = game_sizes[game]
self.generator = ParamGenerator(self.dir,
self.game,
width=size[0],
height=size[1])
class ProgressivePCGSelector(LevelSelector):
'''
TODO: Shared object across workers.
'''
def __init__(self, dir, game, alpha=0.01, upper_limit=True, max=max):
super().__init__(dir, game, max=max)
size = game_sizes[game]
self.generator = ParamGenerator(self.dir,
self.game,
width=size[0],
height=size[1])
self.difficulty = 0
self.alpha = alpha
self.upper_limit = upper_limit
def get_level(self):
if not self.upper_limit:
return self.generator.generate([self.difficulty], difficulty=True)
dif = random.uniform(0.0, self.difficulty)
return self.generator.generate([dif], difficulty=True)
def report(self, level_id, win):
if win:
self.difficulty = min(1.0, self.difficulty + self.alpha)
else:
self.difficulty = max(0.0, self.difficulty - self.alpha)
def get_info(self):
return str(self.difficulty)
def __init__(self, dir, game, alpha=0.01, upper_limit=True, max=max):
super().__init__(dir, game, max=max)
size = game_sizes[game]
self.generator = ParamGenerator(self.dir, self.game, width=size[0], height=size[1])
self.difficulty = 0
self.alpha = alpha
self.upper_limit = upper_limit
def __init__(self, dir, game, difficulty, fixed=False, max=max):
super().__init__(dir, game, max=max)
self.difficulty = difficulty
self.fixed = fixed
size = game_sizes[game]
self.generator = ParamGenerator(self.dir, self.game, width=size[0], height=size[1])
self.last_level = None
class RandomPCGSelector(LevelSelector):
def __init__(self, dir, game, max=max):
super().__init__(dir, game, max=max)
size = game_sizes[game]
self.generator = ParamGenerator(self.dir, self.game, width=size[0], height=size[1])
def get_level(self):
return self.generator.generate()
def report(self, level_id, win):
pass
def get_info(self):
return ""
class RandomWithDifPCGSelector(LevelSelector):
def __init__(self, dir, game, difficulty, fixed=False, max=max):
super().__init__(dir, game, max=max)
self.difficulty = difficulty
self.fixed = fixed
size = game_sizes[game]
self.generator = ParamGenerator(self.dir, self.game, width=size[0], height=size[1])
self.last_level = None
def get_level(self):
if self.fixed and self.last_level is not None:
return self.last_level
self.last_level = self.generator.generate([self.difficulty], difficulty=True)
return self.last_level
def report(self, level_id, win):
pass
def get_info(self):
return ""
from level_generator import ParamGenerator
game_sizes = {
"zelda": [13, 9],
"boulderdash": [26, 13],
"frogs": [28, 11],
"solarfox": [10, 11]
}
game = "boulderdash"
for game in game_sizes:
for d in [0, 2.5, 7.5]:
gen = ParamGenerator("./data/test-levels/{}/{}/".format(game, d), game,
game_sizes[game][0], game_sizes[game][1])
for i in range(1):
level = gen.generate([(d / 10.0)], difficulty=True)
#print(level)
print("Done")