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()