def d(self):
while logic.game_state(self.matrix) != 'lose':
#for x in range(100000):
mlist = ["w", "s", "a", "d"]
dic = {
0: logic.up(self.matrix)[0],
1: logic.down(self.matrix)[0],
2: logic.left(self.matrix)[0],
3: logic.right(self.matrix)[0]
}
up = logic.up(self.matrix)[0]
down = logic.down(self.matrix)[0]
left = logic.left(self.matrix)[0]
right = logic.right(self.matrix)[0]
actt = [self.sx(up), self.sx(down), self.sx(left), self.sx(right)]
max_val = max(actt)
maxact = [i for i, x in enumerate(actt) if x == max_val]
acttt = []
#time.sleep(1)
for maxx in maxact:
if logic.game_state(dic[maxx]) != 'lose':
acttt.append(maxact.index(maxx))
#max_val = max(act)
#actt = [i for i, x in enumerate(act) if x == max_val]
if len(acttt) > 0:
self.key_down(mlist[random.choice(acttt)])
elif len(actt) == 0:
self.key_down(random.choice(mlist))
#time.sleep(.5)
if logic.game_state(dic[0]) == 'lose' and logic.game_state(
dic[1]) == 'lose' and logic.game_state(
dic[2]) == 'lose' and logic.game_state(dic[3]) == 'lose':
logic.new_game(4)
def init_matrix(self):
box = messagebox.askquestion('Start a new game?', 'Sure?')
if box == 'yes':
self.matrix = l.new_game(c.GRID_LEN)
self.matrix = l.gen(self.matrix)
self.matrix = l.gen(self.matrix)
else:
with open('gamestate.text', 'r', encoding='utf-8') as f:
t = f.read()
if not t:
self.matrix = l.new_game(c.GRID_LEN)
self.matrix = l.gen(self.matrix)
self.matrix = l.gen(self.matrix)
else:
self.matrix = json.loads(t)
def main():
for iteration in range(ITERATION):
print("Iteration: " + str(iteration + 1))
start = time.time()
step = 0
matrix = logic.new_game()
matrix = logic.add_two(matrix)
while True:
matrix = logic.add_two(matrix)
if logic.gameOver(matrix):
break
# print("given this board")
# logic.printBoard(matrix)
move = ExpectiMax.getMove(matrix, DEPTH)
matrix = ExpectiMax.moveGrid(matrix, move)
# print("expectimax recommends this move " + str(move))
# print("resulting in this board")
# logic.printBoard(matrix)
step += 1
print("Step= " + str(step))
print("Max= " + str(2**logic.getMax(matrix)))
print("Score= " + str(logic.getScore(matrix)))
print('Depth= ' + str(DEPTH))
print('Time= ' + str(time.time() - start))
print('')
def __init__(self):
Frame.__init__(self)
self.grid()
self.master.title('2048 by Efti & Saufi')
self.master.bind("<Key>", self.key_down)
self.commands = {
c.KEY_UP: logic.up,
c.KEY_DOWN: logic.down,
c.KEY_LEFT: logic.left,
c.KEY_RIGHT: logic.right,
c.KEY_UP_ALT: logic.up,
c.KEY_DOWN_ALT: logic.down,
c.KEY_LEFT_ALT: logic.left,
c.KEY_RIGHT_ALT: logic.right,
c.KEY_H: logic.left,
c.KEY_L: logic.right,
c.KEY_K: logic.up,
c.KEY_J: logic.down
}
self.grid_cells = []
self.init_grid()
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = []
self.update_grid_cells()
self.mainloop()
def restart(self):
cfg.currentScore = 0
RightView.setCurrentScore(cfg.wrapper.app_gui.right_view,
cfg.currentScore)
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = []
self.update_grid_cells()
def on_bPlay_clicked(self):
self.gridBoard.blockSignals(False)
self.init_grid()
c.SCORE = 0
self.lScore.setText(str(c.SCORE))
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = []
self.update_grid_cells()
def eval_genome(genome, config):
"""
This function will be run in threads by ThreadedEvaluator. It takes two
arguments (a single genome and the genome class configuration data) and
should return one float (that genome's fitness).
"""
# Initialize game
game_matrix = logic.new_game(4)
game_matrix = logic.add_two(game_matrix)
game_matrix = logic.add_two(game_matrix)
# Flatten function
flatten = lambda l: [item for sublist in l for item in sublist]
net = neat.nn.FeedForwardNetwork.create(genome, config)
# Action functions
actions = [logic.up, logic.down, logic.left, logic.right]
fitness = 0
for i in range(3):
while logic.game_state(game_matrix) == 'not over':
# Flatten game matrix
flat_matrix = flatten(game_matrix)
# Predict moves
output = net.activate(flat_matrix)
# Copy list and sort predictions from lowest to highest
sorted_output = sorted(enumerate(output), key=lambda x: x[1])
# Get max index from output list and use assosiated function from actions
max_index = sorted_output[-1][0]
new_game_matrix = actions[max_index](game_matrix)
# If move is not valid use different direction
if not new_game_matrix[1]:
# Get second max index from output list and use assosiated function from actions
second_max_index = sorted_output[-2][0]
# TODO if output has same values all directions are not checked
new_game_matrix = actions[second_max_index](game_matrix)
# If move is not valid use different direction
if not new_game_matrix[1]:
# Get third max index from output list and use assosiated function from actions
third_max_index = sorted_output[-3][0]
new_game_matrix = actions[third_max_index](game_matrix)
# If move is not valid use different direction
if not new_game_matrix[1]:
# Get fourth max index from output list and use assosiated function from actions
fourth_max_index = sorted_output[-4][0]
new_game_matrix = actions[fourth_max_index](game_matrix)
# Set game matrix to updated matrix from (game, true) tuple
game_matrix = new_game_matrix[0]
# Generate new tile
if logic.game_state(game_matrix) == 'not over':
game_matrix = logic.add_two(game_matrix)
#print(game_matrix)
# Fitness function is a summation of all values on game board
fitness += sum(flatten(game_matrix))
return fitness / 3
def restoreGame(self):
self.matrix = self.settings().value("gameState",
logic.new_game(c.GRID_LEN))
maxNum = np.max(self.matrix)
if logic.winNum < (maxNum):
logic.winNum = maxNum * 2
print(logic.winNum)
self.update_grid_cells()
self.lScore.setText(self.settings().value("score", "0"))
def init_matrix(self):
# 매트릭스 리스트 생성, 4를 전달
self.matrix = logic.new_game(c.GRID_LEN)
# 히스토리 매트릭스 리스트 생성, 비어있음
self.history_matrixs = list()
# 기본 시작 시의 2타일 2개 생성
'''self.matrix[0][3] = 4
self.matrix[2][3] = 4'''
self.matrix = logic.create_tile(self.matrix)
self.matrix = logic.create_tile(self.matrix)
def init_matrix(self):
#TODO: IST DIE 90% 10% Wahrscheinlichkeit einer 4 nicht drinnen oder was?
self.matrix = logic.new_game(4)
self.history_matrixs = list()
self.matrix = logic.add_two(self.matrix)
self.matrix = logic.add_two(self.matrix)
#TODO: Name anpassen zb. state_
self.matrix_old = self.matrix
self.powers_of_two_matrix = np.zeros((4, 4))
def __init__(self, game=None):
self.score = 0
self.true_score = 0
self.invalid_moves = 0
self.total_moves = 0
if game is not None:
self.matrix = game
else:
self.matrix = logic.new_game(4)
logic.add_two(self.matrix)
logic.add_two(self.matrix)
def __init__(self, random = False): self.matrix = logic.new_game(4) self.matrix = logic.add_two(self.matrix) self.matrix = logic.add_two(self.matrix) if(random): self.create_random() self.state = 'not over' self.score = 0
def __init__(self):
Frame.__init__(self)
self.grid()
self.master.title('2048')
self.grid_cells = []
self.init_grid()
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = []
self.total_score = 0
self.update_grid_cells()
def bNoClicked(self):
if self.lWinLoose.text() == "ΚΕΡΔΙΣΑΤΕ ! ! !":
logic.winNum = self.defVal
print(self.defVal)
self.parent.on_bPlay_clicked()
self.dialogTypes("HIDE")
elif self.lWinLoose.text() == "ΑΠΟΘΗΚΕΥΣΗ":
self.parent.settings().setValue("gameState",
logic.new_game(c.GRID_LEN))
self.parent.settings().setValue("score", "0")
self.dialogTypes("HIDE")
else:
self.dialogTypes("HIDE")
def __init__(self, env_info=None):
if env_info is None:
env_info = {}
self.action_space = gym.spaces.Discrete(4)
self.observation_space = gym.spaces.Box(0,
1,
shape=(11, 4, 4),
dtype='uint8')
self.random = env_info.get("random_movements", False)
self.human = env_info.get("human", False)
self.matrix = logic.new_game(c.GRID_LEN)
self.commands = {
'0': logic.up,
'1': logic.down,
'2': logic.left,
'3': logic.right
}
self.score = 0
self.rew = 0
self.steps = 0
def init_matrix(self):
self.matrix = logic.new_game(4)
self.history_matrixs = list()
self.matrix = logic.add_tile(self.matrix)
self.matrix = logic.add_tile(self.matrix)
def __init__(self, parent=None):
# Αρχικοποίηση του γραφικού περιβάλλοντος
super(Game, self).__init__(parent)
print(APP_FOLDER)
self.setupUi(self)
c.SCORE = self.settings().value("score", 0, type=int)
# Μεταβλητές
self.points = []
self.speed = 30
self.movie = None
self.commands = {
c.KEY_UP: logic.up,
c.KEY_DOWN: logic.down,
c.KEY_LEFT: logic.left,
c.KEY_RIGHT: logic.right,
c.KEY_UP_ALT: logic.up,
c.KEY_DOWN_ALT: logic.down,
c.KEY_LEFT_ALT: logic.left,
c.KEY_RIGHT_ALT: logic.right,
c.KEY_J: logic.left,
c.KEY_L: logic.right,
c.KEY_I: logic.up,
c.KEY_K: logic.down
}
self.setWindowFlags(QtCore.Qt.CustomizeWindowHint
| QtCore.Qt.FramelessWindowHint)
self.setAttribute(Qt.WA_TranslucentBackground, True)
self.center()
self.settings()
self.restoreStates()
self.fontDatabase = QFontDatabase()
self.fontDatabase.addApplicationFont(
APP_FOLDER + "/resources/fonts/JackportCollegeNcv-1MZe.ttf")
self.fontDatabase.addApplicationFont(
APP_FOLDER + "/resources/fonts/Rosemary-Bold.ttf")
self.lScore.setFont(QFont("JACKPORT COLLEGE NCV", 40))
self.lHiScore.setFont(QFont("JACKPORT COLLEGE NCV", 40))
self.bExit.setFont(QFont("JACKPORT COLLEGE NCV", 32))
self.lMediaSet.setFont(QFont("Rosemary", 38))
swipeCurImg = QPixmap(APP_FOLDER + "/resources/images/swipeCursor.png")
handCurImg = QPixmap(APP_FOLDER + "/resources/images/handCursor.png")
self.cursors = [handCurImg, swipeCurImg]
self.centralwidget.setCursor(QCursor(self.cursors[0], 15, 2))
self.frame.setCursor(QCursor(self.cursors[1], 35, 35))
self.frame.setAttribute(Qt.WA_StyledBackground, (True))
self.animateBackground()
self.musIcon()
self.sndIcon()
self.playMusic()
self.init_grid()
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = []
self.update_grid_cells()
self.restoreGame()
# Αντιστοίχιση ενεργειών κίνησης ποντικιού και κλικ
self.bHelp.clicked.connect(self.bHelpClicked)
self.bAnim.clicked.connect(self.animStartStop)
self.sndslider.valueChanged.connect(self.sndslvalchanged)
self.musslider.valueChanged.connect(self.musslvalchanged)
self.frame.installEventFilter(self)
def init_matrix(self):
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = list()
self.matrix = logic.add_two(self.matrix)
self.matrix = logic.add_two(self.matrix)
def newGame():
game = new_game(GAME_SIZE)
game = add_two(game)
game = add_two(game)
return game
def init_matrix(self):
self.matrix = logic.new_game(4)
self.last_matrix = list()
self.last_generated = list()
self.generate_next()
self.generate_next()
def key_down(self, event):
print("KEY DOWN")
with open('winner.pkl', 'rb') as filehandler:
local_dir = os.path.dirname(__file__)
config_path = os.path.join(local_dir, 'config-feedforward')
config = neat.Config(neat.DefaultGenome, neat.DefaultReproduction,
neat.DefaultSpeciesSet,
neat.DefaultStagnation, config_path)
winner = pickle.load(filehandler)
net = neat.nn.FeedForwardNetwork.create(winner, config)
# Initialize game
game_matrix = logic.new_game(4)
game_matrix = logic.add_two(game_matrix)
game_matrix = logic.add_two(game_matrix)
self.matrix = game_matrix
self.update_grid_cells()
# Flatten function
flatten = lambda l: [item for sublist in l for item in sublist]
# Action functions
actions = [logic.up, logic.down, logic.left, logic.right]
move_counter = 0
while logic.game_state(game_matrix) == 'not over':
move_counter += 1
# Flatten game matrix
flat_matrix = flatten(game_matrix)
# Predict moves
output = net.activate(flat_matrix)
# Copy list and sort predictions from lowest to highest
sorted_output = sorted(enumerate(output), key=lambda x: x[1])
# Get max index from output list and use assosiated function from actions
max_index = sorted_output[-1][0]
new_game_matrix = actions[max_index](game_matrix)
# If move is not valid use different direction
if not new_game_matrix[1]:
# Get second max index from output list and use assosiated function from actions
second_max_index = sorted_output[-2][0]
new_game_matrix = actions[second_max_index](game_matrix)
# If move is not valid use different direction
if not new_game_matrix[1]:
# Get third max index from output list and use assosiated function from actions
third_max_index = sorted_output[-3][0]
new_game_matrix = actions[third_max_index](game_matrix)
# If move is not valid use different direction
if not new_game_matrix[1]:
# Get fourth max index from output list and use assosiated function from actions
fourth_max_index = sorted_output[-4][0]
new_game_matrix = actions[fourth_max_index](game_matrix)
# Set game matrix to updated matrix from (game, true) tuple
game_matrix = new_game_matrix[0]
if logic.game_state(game_matrix) == 'not over':
game_matrix = logic.add_two(game_matrix)
self.matrix = game_matrix
self.history_matrixs.append(self.matrix)
self.update_grid_cells()
# Generate new tile
print(f"Number of moves was {move_counter}")
def new_game(self):
self.game_matrix = logic.new_game(GRID_LEN)
self.game_matrix = logic.add_tile(self.game_matrix)
self.game_matrix = logic.add_tile(self.game_matrix)
self.print_game()
def init_matrix(self):
self.matrix = new_game(GRID_LEN)
self.matrix = add_two_or_four(self.matrix)
self.matrix = add_two_or_four(self.matrix)
def reset(self):
self.matrix = logic.new_game(c.GRID_LEN)
self.steps = 0
self.score = 0
self.rew = 0
return self.get_observation()
def init_matrix(self):
self.matrix = logic.new_game(4)
self.history_matrixs = list()
self.matrix = logic.add_two(self.matrix)
self.matrix = logic.add_two(self.matrix)
def __init__(self, strtg="1.4.1"):
# prepare game 2048
self.commands = {
c.KEY_UP: logic.up,
c.KEY_DOWN: logic.down,
c.KEY_LEFT: logic.left,
c.KEY_RIGHT: logic.right
}
self.grid_cells = []
self.matrix = logic.new_game(c.GRID_LEN)
self.history_matrixs = []
self.history_matrixs.append(self.matrix)
self.history_matrixs.append(self.matrix)
self.score = 0
# prepare game strategy
strtg = strtg.split(".")
for n, s in enumerate(strtg):
strtg[n] = int(s)
strtg.append(0)
strtg.append(0)
self.dir = []
self.dirs = [c.KEY_UP, c.KEY_LEFT, c.KEY_RIGHT, c.KEY_DOWN]
self.all_dirs = [c.KEY_UP, c.KEY_LEFT, c.KEY_RIGHT, c.KEY_DOWN]
self.history_dir = -1
self.line = 1
# for strategy1 direction-first
if strtg[0] == 1:
if strtg[1] == 1: # line
self.set_dir([c.KEY_UP])
elif strtg[1] == 2: # corner
self.set_dir([c.KEY_UP, c.KEY_LEFT])
elif strtg[1] == 4: # serpentine(snakelike)
self.set_dir([c.KEY_UP, c.KEY_LEFT])
# play
while True:
if strtg[0] == 0:
d = self.dirs[random.randint(0, len(self.dirs) - 1)]
elif strtg[0] == 1:
# for strategy1.4 serpentine(snakelike), when change direction
if strtg[1] == 4 and self.matrix[0][
c.GRID_LEN - 1] != 0 and self.matrix[0][0] != 0:
if strtg[2] == 0 and self.matrix[0][0] == 256:
self.set_dir([c.KEY_UP, c.KEY_RIGHT])
if strtg[2] == 1:
# main direction
if self.matrix[0][c.GRID_LEN - 1] > 8:
if self.matrix[0][0] == 128:
self.set_dir([c.KEY_UP])
elif self.matrix[0][0] == 256:
self.set_dir([c.KEY_UP, c.KEY_RIGHT])
elif self.matrix[0][0] == 512:
self.set_dir([c.KEY_UP, c.KEY_RIGHT])
elif self.matrix[0][c.GRID_LEN - 1] < 4:
self.set_dir([c.KEY_UP])
# consider more lines
if self.matrix[0][0] < 256:
self.line = 1
##else:
##self.line = 2
# disoder
for i in range(self.line):
for j in range(c.GRID_LEN - 1):
if self.matrix[i][j] < self.matrix[i][j + 1]:
self.set_dir([c.KEY_UP, c.KEY_LEFT])
if c.KEY_RIGHT in self.dir and self.matrix[0][
c.GRID_LEN - 1] < self.matrix[1][c.GRID_LEN -
1]:
self.set_dir([c.KEY_UP])
# triangle same numbers
for i in range(c.GRID_LEN - 1):
for j in range(c.GRID_LEN - 1):
if self.matrix[i][j] == self.matrix[i][
j +
1] and (self.matrix[i][j]
== self.matrix[i + 1][j]
or self.matrix[i][j]
== self.matrix[i + 1][j + 1]):
if self.matrix[i][j] == 0:
continue
print("trangle", i, j)
self.double_key_down(c.KEY_LEFT, c.KEY_UP)
d = "continue"
# for strategy1, when invalid direction
d = self.dup()
print("1", d, self.dir)
if d == "continue":
continue
if d == "not dup":
self.history_dir = -1
d = self.dir[random.randint(0, len(self.dir) - 1)]
if d == c.KEY_RIGHT and d in self.dir:
m, done, n, g = self.commands[d](self.matrix)
if m[0][0] == 0:
self.set_dir([c.KEY_UP])
continue
elif strtg[0] == 2:
d = self.more_merged(strtg[1])
if d == "not dup":
d = self.dirs[random.randint(0, len(self.dirs) - 1)]
# key down
print("2", d)
state = self.key_down(d)
print(self.matrix)
if state != 'not over':
break # game over
self.record(strtg)
return
def new_game(self):
self.matrix = logic.new_game(GRID_LEN)
self.matrix = logic.add_tile(self.matrix)
self.matrix = logic.add_tile(self.matrix)
def matrixInit(self):
self.matrix = logic.new_game(4)
self.history_matrixs = list()
self.matrix = logic.add_two(self.matrix)
self.matrix = logic.add_two(self.matrix)
