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feat(interface): Gameplay working and first AI playing #1

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Oct 29, 2023
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173 changes: 169 additions & 4 deletions src/main.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,171 @@
def main():
print("Hello, world!")
import copy
import time


if __name__ == "__main__":
main()
# Initialisation du plateau de jeu
def init_board():
board = [[' ' for _ in range(8)] for _ in range(8)]
board[3][3], board[4][4] = 'W', 'W'
board[3][4], board[4][3] = 'B', 'B'
return board


# Affichage du plateau de jeu
def display_board(board):
print(" 0 1 2 3 4 5 6 7")
for i, row in enumerate(board):
print(i, end=' ')
for cell in row:
print(cell, end=' ')
print()


# Vérification de la validité d'un mouvement
def is_valid_move(board, x, y, player):
opponent = 'W' if player == 'B' else 'B'
if board[x][y] != ' ':
return False, []

directions = [(dx, dy) for dx in [-1, 0, 1] for dy in [-1, 0, 1] if dx != 0 or dy != 0]
flipped_cells = []

for dx, dy in directions:
temp_flips = []
nx, ny = x + dx, y + dy
while 0 <= nx < 8 and 0 <= ny < 8:
if board[nx][ny] == opponent:
temp_flips.append((nx, ny))
elif board[nx][ny] == player:
if temp_flips:
flipped_cells.extend(temp_flips)
break
else:
break
nx += dx
ny += dy

return len(flipped_cells) > 0, flipped_cells


# Appliquer un mouvement sur le plateau
def make_move(board, x, y, player):
is_valid, flipped_cells = is_valid_move(board, x, y, player)
if is_valid:
board[x][y] = player
for fx, fy in flipped_cells:
board[fx][fy] = player
return is_valid


# Fonction d'évaluation simple
def evaluate_board(board, player):
player_score = sum(cell == player for row in board for cell in row)
opponent_score = sum(cell != ' ' and cell != player for row in board for cell in row)
return player_score - opponent_score


# Mémoire des états déjà traités pour éviter les calculs redondants
memo = {}


# Algorithme Min-Max avec time-out et mémoire
def minmax_with_memory(board, depth, maximizing, player, timeout):
if time.time() > timeout:
return None, None

board_str = ''.join(''.join(row) for row in board) + player
if board_str in memo:
return memo[board_str]

if depth == 0:
score = evaluate_board(board, player)
memo[board_str] = score, None
return score, None

opponent = 'W' if player == 'B' else 'B'
best_move = None

if maximizing:
max_eval = float('-inf')
for x in range(8):
for y in range(8):
new_board = copy.deepcopy(board)
if make_move(new_board, x, y, player):
eval_value, _ = minmax_with_memory(new_board, depth - 1, False, player, timeout)
if eval_value is None: # Timeout occurred
return None, None
if eval_value > max_eval:
max_eval = eval_value
best_move = (x, y)
memo[board_str] = max_eval, best_move
return max_eval, best_move
else:
min_eval = float('inf')
for x in range(8):
for y in range(8):
new_board = copy.deepcopy(board)
if make_move(new_board, x, y, opponent):
eval_value, _ = minmax_with_memory(new_board, depth - 1, True, player, timeout)
if eval_value is None: # Timeout occurred
return None, None
if eval_value < min_eval:
min_eval = eval_value
best_move = (x, y)
memo[board_str] = min_eval, best_move
return min_eval, best_move


# Fonction pour récupérer le mouvement du joueur humain
def get_human_move(board, player):
while True:
try:
x, y = map(int, input(f"Enter the coordinates where you want to place your '{player}' (row col): ").split())
is_valid, _ = is_valid_move(board, x, y, player)
if is_valid:
return x, y
else:
print("Invalid move. Try again.")
except ValueError:
print("Invalid input. Please enter two integers separated by a space.")


# Fonction principale pour jouer au jeu
def play_game():
board = init_board()
player_turn = 'W'

while True:
display_board(board)

if player_turn == 'W':
print("Human's turn:")
x, y = get_human_move(board, 'W')
else:
print("AI's turn:")
timeout = time.time() + 2 # 2 secondes de time-out pour l'IA
_, (x, y) = minmax_with_memory(board, 3, True, 'B', timeout)
if x is None and y is None:
print("AI timeout. Human wins!")
break

make_move(board, x, y, player_turn)

# Vérification de la fin du jeu
if all(cell != ' ' for row in board for cell in row):
w_score = sum(cell == 'W' for row in board for cell in row)
b_score = sum(cell == 'B' for row in board for cell in row)
print(f"Final scores - W: {w_score}, B: {b_score}")
if w_score > b_score:
print("Human wins!")
elif b_score > w_score:
print("AI wins!")
else:
print("It's a tie!")
break

player_turn = 'B' if player_turn == 'W' else 'W'


# Jouer au jeu
if __name__ == '__main__':
play_game()
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