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| import tqdm | |
| import random | |
| from classes.game_model import tic_tac_toe_model | |
| from classes.Qlearningagent import QlearningAgent | |
| class Game(): | |
| def __init__(self, tic_tac_toe: tic_tac_toe_model, q_agent: QlearningAgent): | |
| self.board = tic_tac_toe | |
| self.q_agent = q_agent | |
| def ia_vs_ia(self): | |
| game_over = False | |
| self.board.reset_matrix() | |
| while not game_over: | |
| w = self.board.check_win() | |
| if w != 4: | |
| win_piece = w | |
| break | |
| state = self.board.matriz.copy() | |
| avaible_moves = self.board.get_avaible_moves() | |
| action = self.q_agent.choose_move(state,avaible_moves,1) | |
| i, j = self.board.number_ij(action) | |
| self.board.move(i,j,1) | |
| if w != 4: | |
| win_piece = w | |
| break | |
| state = self.board.matriz.copy() | |
| avaible_moves = self.board.get_avaible_moves() | |
| action = self.q_agent.choose_move(state,avaible_moves,2) | |
| i, j = self.board.number_ij(action) | |
| self.board.move(i,j,2) | |
| return win_piece | |
| def run_ia_vs_ia(self,n): | |
| games = [] | |
| for i in tqdm.tqdm(range(0,n)): | |
| w = self.ia_vs_ia() | |
| games.append(w) | |
| return games | |
| def ia_vs_user(self): | |
| print('Menu') | |
| print("1 - Iniciar aleatorio") | |
| print("2 - Escolher peça [X-O]") | |
| m1 = int(input()) | |
| while m1 != 1 and m1 !=2: | |
| print('Insira um valor valido 1-2') | |
| print("1 - Iniciar aleatorio") | |
| print("2 - Escolher peça [X-O]") | |
| m1 = int(input()) | |
| game_over = False | |
| self.board.reset_matrix() | |
| pieces = [1,2] | |
| win_piece = 0 | |
| if m1 == 1 : | |
| user = random.choice(pieces) | |
| else: | |
| print('1 - X \n 2 - O') | |
| user = int(input()) | |
| while user != 1 and user !=2: | |
| print("Insira um valor válido 1-2") | |
| print('1 - X\n2 - O') | |
| user = int(input()) | |
| ia = 2 if user == 1 else 1 | |
| print("Começo de jogo") | |
| self.board.print_game() | |
| if ia == 1: | |
| while not game_over: | |
| state = self.board.matriz.copy() | |
| avaible_moves = self.board.get_avaible_moves() | |
| action = self.q_agent.choose_move(state,avaible_moves,ia) | |
| i, j = self.board.number_ij(action) | |
| print('Jogada da IA - X') | |
| self.board.move(i,j,ia) | |
| self.board.print_game() | |
| w = self.board.check_win() | |
| if w != 4: | |
| win_piece = w | |
| break | |
| print("Jogue Usuario - O [Numero da linha][Numero da coluna]") | |
| ml,mv = int(input()), int(input()) | |
| self.board.move(ml,mv,user) | |
| self.board.move(i,j,user) | |
| self.board.print_game() | |
| w = self.board.check_win() | |
| if w != 4: | |
| win_piece = w | |
| break | |
| else: | |
| while not game_over: | |
| print('Jogue Usuario - X [Numero da linha][Numero da coluna]') | |
| ml,mv = int(input()), int(input()) | |
| self.board.move(ml,mv,user) | |
| self.board.print_game() | |
| w = self.board.check_win() | |
| if w != 4: | |
| win_piece = w | |
| break | |
| print('Jogada da IA - O') | |
| state = self.board.matriz.copy() | |
| avaible_moves = self.board.get_avaible_moves() | |
| action = self.q_agent.choose_move(state,avaible_moves,ia) | |
| i, j = self.board.number_ij(action) | |
| self.board.move(i,j,ia) | |
| w = self.board.check_win() | |
| self.board.print_game() | |
| if w != 4: | |
| win_piece = w | |
| break | |
| if win_piece == ia : | |
| print("IA venceu Humano Fraco") | |
| elif win_piece == user : | |
| print("Humano venceu, esta preparado para a revolução?") | |
| else: | |
| print('Deu velha, mas a I.A segue aprendendo e melhorando e você?') | |
| return win_piece | |