def make_prediction(board, move):
# real outcomes
from_square = squares[move.from_square]
to_square = squares[move.to_square]
arr = transform_board(board)
arr = np.array(arr).reshape(1,9,8,12)
# move prediction
from_square_prediction = squares[np.argmax(model_from.predict(arr))]
to_square_prediction = squares[np.argmax(model_to.predict(arr))]
print('The model predicts: '+str(from_square_prediction)+' to '+str(to_square_prediction)+' and the real move was '+str(from_square)+' to '+str(to_square))
display_board(board, move)
def random_board(H, W):
board = build_map(H, W)
ghosts_pos = obj_generation(2, 3, H, W, board)
board = change_board(ghosts_pos, 3, board)
walls_pos = obj_generation(3, 10, H, W, board)
board = change_board(walls_pos, 0, board)
pacman_pos = obj_generation(1, 2, H, W, board)
board = change_board(pacman_pos, 4, board)
display_board(board)
return board, ghosts_pos, walls_pos, pacman_pos
def play(board):
# print('starting random play')
moves = 0
while True:
make_random_move(board)
moves += 1
# utils.display_board(board)
if utils.check_if_won(board):
break
# print('random play done')
utils.display_board(board)
return moves
def play(board):
moves = 0
while True:
make_move(board)
moves += 1
print('moves: ',moves)
# utils.display_board(board)
if utils.check_if_won(board):
break
# print('hunt play done')
utils.display_board(board)
return moves
def play(board):
global remaining_ships
moves = 0
while True:
prepare_to_make_move(board)
moves += 1
print('moves: ', moves)
# utils.display_board(board)
# resetting remaining ships
remaining_ships = []
floating_ships = utils.get_floating_ships(board)
for ship_number in floating_ships:
remaining_ships.append(utils.ships[ship_number - 1][2])
if utils.check_if_won(board):
break
# print('hunt play done')
utils.display_board(board)
return moves
def continuously_move(board, pacman_pos, ghosts_pos, strategy):
# Ghosts sit initially on empty cells
restore_info = [1 for g in ghosts_pos]
s = get_strategy(strategy)
score = 0
# moves
m = 0
while m < 100:
m += 1
display_board(board)
# Move PACMAN
old_pos = copy.deepcopy(pacman_pos)
pacman_pos = s.move(board, old_pos, ghosts_pos, score)
board[old_pos[0]][old_pos[1]] = 1
if board[pacman_pos[0]][pacman_pos[1]] == 2:
print "Gotcha!"
score += 1
board[pacman_pos[0]][pacman_pos[1]] = 4
# Check win
if win(board, score):
return score
# Move ghosts
for i in range(0, len(ghosts_pos)):
board, ghosts_pos[i], restore_info[i] = \
move(board, 3, ghosts_pos[i], restore_info[i])
if loose(board, score):
return score
# delay the board change to see what happens.
time.sleep(0.5)
return score
def two_player(self, board):
'''
Play in 2 player mode
'''
keyboardIndexMapping = constants.keyboardIndexMapping
playerOne, playerTwo, playerOneChar, playerTwoChar, whichPlayerFirst = utils.getTwoPlayerDetails(
)
move_mapping = {playerOne: playerOneChar, playerTwo: playerTwoChar}
if whichPlayerFirst == 1:
chance = playerOne
else:
chance = playerTwo
while (utils.check_win(board, playerOneChar, playerTwoChar)[0] == 0):
utils.clearScreen()
utils.display_board(board)
print(chance + ": Your chance")
index = int(input())
if index > 9 or index < 1:
utils.clearScreen()
continue
index = keyboardIndexMapping[index]
if (board[index] != '-'):
continue
board[index] = move_mapping[chance]
if (chance == playerOne):
chance = playerTwo
else:
chance = playerOne
[isWin, whoWon] = utils.check_win(board, playerOneChar, playerTwoChar)
if (isWin == 2):
utils.clearScreen()
utils.display_board(board)
print("It's a tie")
if (isWin == 1):
utils.clearScreen()
utils.display_board(board)
if (whoWon == playerOneChar):
print(playerOne + " won!")
else:
print(playerTwo + " won!")
def one_player(self, board):
"""
Play with the computer
"""
keyboardIndexMapping = constants.keyboardIndexMapping
computerChar, playerChar, displayWinChance, whichPlayerFirst = utils.getSinglePlayerDetails(
)
if whichPlayerFirst == 1:
utils.clearScreen()
utils.display_board(board)
while utils.check_win(board, computerChar, playerChar)[0] == 0:
if utils.check_empty(board):
tut = [0, 0, 0, 0, 0, 0, 0, 0, 0]
else:
tut = [
-i for i in self.minimax(board, playerChar,
computerChar, playerChar)
]
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
index = int(input())
if index > 9 or index < 1:
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
continue
index = keyboardIndexMapping[index]
# cant use already used index
if board[index] != '-':
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
continue
board[index] = playerChar
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
if utils.check_win(board, computerChar, playerChar)[0] != 0:
break
ret = self.minimax(board, computerChar, computerChar,
playerChar)
# chose move for computer
board[utils.the_move(board, ret)] = computerChar
utils.clearScreen()
utils.display_board(board)
if utils.check_win(board, computerChar, playerChar)[0] == 1:
print("You lost!!")
else:
print("It's a draw!")
if whichPlayerFirst == 2:
while utils.check_win(board, computerChar, playerChar)[0] == 0:
if utils.check_empty(board):
board[random.randrange(0, 9)] = computerChar
else:
ret = self.minimax(board, computerChar, computerChar,
playerChar)
# chose move for computer
board[utils.the_move(board, ret)] = computerChar
utils.clearScreen()
utils.display_board(board)
if utils.check_win(board, computerChar, playerChar)[0] != 0:
break
# index already used can't be reused
flag = 0
while flag == 0:
tut = [
-i for i in self.minimax(board, playerChar,
computerChar, playerChar)
]
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
index = int(input())
if index > 9 or index < 1:
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
continue
index = keyboardIndexMapping[index]
if board[index] == '-':
flag = 1
board[index] = playerChar
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
else:
utils.clearScreen()
utils.display_board(board)
if displayWinChance == 1:
utils.clearScreen()
utils.display_tutorial_board(board, tut)
if utils.check_win(board, computerChar, playerChar)[0] == 1:
print("You lost!!")
else:
print("It's a draw!")