def beginTeaching(self, episodes): """ Loop through game iterations with a teaching agent. """ teacher = Teacher() # Train for alotted number of episodes while self.games_played < episodes: game = Game(self.agent, teacher=teacher) game.start() self.games_played += 1 # Monitor progress if self.games_played % 1000 == 0: print("Games played: %i" % self.games_played) # save final agent self.agent.save(self.path)
def beginTeaching(self, episodes): """ Loop through game iterations with a teaching agent. """ teacher = Teacher() # Train for alotted number of episodes while self.games_played < episodes: game = Game(self.agent, teacher=teacher) game.start() self.games_played += 1 # Monitor progress if self.games_played % 1000 == 0: print("Games played: %i" % self.games_played) plot_agent_reward(self.agent.rewards)
def beginTeaching(self, episodes): """ Loop through game iterations with a teaching agent. """ teacher = Teacher() # Train for alotted number of episodes while self.games_played < episodes: game = Game(self.agent, teacher=teacher) game.start() self.games_played += 1 # Monitor progress if self.games_played % 1000 == 0: print("Games played: %i" % self.games_played) plot_agent_reward(self.agent.rewards) if args.agent_type == "q": self.agent.save_agent(self.qlearner_agent_path) elif args.agent_type == "s": self.agent.save_agent(self.sarsa_agent_path)
def beginPlaying(self): """ Loop through game iterations with a human player. """ print("Welcome to Tic-Tac-Toe. You are 'X' and the computer is 'O'.") def play_again(): print("Games played: %i" % self.games_played) while True: play = input("Do you want to play again? [y/n]: ") if play == 'y' or play == 'yes': return True elif play == 'n' or play == 'no': return False else: print("Invalid input. Please choose 'y' or 'n'.") while True: game = Game(self.agent) game.start() self.games_played += 1 if not play_again(): print("OK. Quitting.") break
def beginPlaying(self): """ Loop through game iterations with a human player. """ print("Welcome to Tic-Tac-Toe. You are 'X' and the computer is 'O'.") def play_again(): print("Games played: %i" % self.games_played) while True: play = input("Do you want to play again? [y/n]: ") if play == 'y' or play == 'yes': return True elif play == 'n' or play == 'no': return False else: print("Invalid input. Please choose 'y' or 'n'.") while True: game = Game(self.agent) game.start() self.games_played += 1 if not play_again(): print("OK. Quitting.") break
def test_start_game_for_play_option(self): selected_options = [2, 6, 2, 3, 7, 9, 5, 1, 1] game = Game(lambda _: selected_options.pop(), self.print_function) game.start() self.assertTrue(game.is_won())
def test_start_game_for_exit_option(self): game = Game(lambda _: 2, self.print_function) game.start() self.assertFalse(game.is_won())
from tictactoe.board import Board from tictactoe.players import ConsolePlayer, AIPlayer from tictactoe.outputs import ConsoleOutput from tictactoe.game import Game number_of_players = int(raw_input('How many players? ')) if number_of_players == 1: play_as_player = int(raw_input('Play as player? ')) else: play_as_player = None player1 = AIPlayer(mark='x') if number_of_players == 0 or ( number_of_players == 1 and play_as_player == 2) else ConsolePlayer( mark='x') player2 = AIPlayer(mark='o') if number_of_players == 0 or ( number_of_players == 1 and play_as_player == 1) else ConsolePlayer( mark='o') board = Board(3) game = Game(player1, player2, board) output = ConsoleOutput() game.observer = output game.start()