def select_move(self, piece_matrix):
"""
Higher level method/class that encapsulates search
and move determination (logic located in search.py
and agents.py).
"""
mastermind = MinimaxAgent(SEARCH_DEPTH)
current_board = Board(piece_matrix, self.color)
board_tree = BoardTree(current_board)
return mastermind.get_action(board_tree)
def select_move(self, piece_matrix): """ Higher level method/class that encapsulates search and move determination (logic located in search.py and agents.py). """ mastermind = MinimaxAgent(SEARCH_DEPTH) current_board = Board(piece_matrix, self.color) board_tree = BoardTree(current_board) return mastermind.get_action(board_tree)
def start_player_vs_ai():
agent = MinimaxAgent()
data = GameData()
screen = pygame.display.set_mode(data.size)
game = ConnectGame(data, GameRenderer(screen, data))
game.print_board()
game.draw()
pygame.display.update()
pygame.time.wait(1000)
agent_turn = choice([0, 1])
# Processes mouse and keyboard events, dispatching events to the event bus.
# The events are handled by the ConnectGame and GameRenderer classes.
while not game.game_data.game_over:
for event in pygame.event.get():
if event.type == pygame.QUIT:
game.quit()
if event.type == pygame.MOUSEMOTION:
bus.emit("mouse:hover", game.renderer, MouseHoverEvent(event.pos[0]))
if event.type == pygame.MOUSEBUTTONDOWN:
bus.emit("mouse:click", game, MouseClickEvent(event.pos[0]))
if event.type == KEYDOWN:
if event.key == pygame.K_z:
mods: int = pygame.key.get_mods()
if mods & pygame.KMOD_CTRL:
bus.emit("game:undo", game)
if data.turn == agent_turn and not game.game_data.game_over:
game.make_movement(agent.get_move(data))
game.update()
game.draw()
game.update()
game.draw()
def start():
agent1 = MinimaxAgent() # red
agent2 = RandomAgent() # yellow
delay = 0.5
data = GameData()
screen = pygame.display.set_mode(data.size)
game = ConnectGame(data, GameRenderer(screen, data))
game.print_board()
game.draw()
pygame.display.update()
pygame.time.wait(10)
agent1_turn = 0
# Processes mouse and keyboard events, dispatching events to the event bus.
# The events are handled by the ConnectGame and GameRenderer classes.
while not game.game_data.game_over:
for event in pygame.event.get():
if event.type == pygame.QUIT:
game.quit()
sleep(delay)
if data.turn == agent1_turn and not game.game_data.game_over:
game.make_movement(agent1.get_move(data))
game.update()
game.draw()
else:
game.make_movement(agent2.get_move(data))
game.update()
game.draw()
game.update()
game.draw()
parser.add_argument('nrows', type=int)
parser.add_argument('ncols', type=int)
parser.add_argument('--prune', action='store_true')
parser.add_argument('--depth', type=int)
args = parser.parse_args()
# print("args:", args)
players = []
for p in [args.p1, args.p2]:
if p == 'r':
player = RandomAgent()
elif p == 'h':
player = HumanAgent()
elif p == 'c':
if not args.depth:
player = MinimaxAgent()
else:
if not args.prune:
player = MinimaxHeuristicAgent(args.depth)
else:
player = MinimaxHeuristicPruneAgent(args.depth)
players.append(player)
start_state = GameState(args.nrows, args.ncols)
results = []
w1 = 0
w2 = 0
tie = 0
for i in range(0, 100):
results = play_game(players[0], players[1], start_state)
from games import Connect4
from interfaces import Connect4WebInterface
from agents import RandomAgent, MinimaxAgent
import time
import threading
game = Connect4()
agent = MinimaxAgent(game=game)
def alternate_turns():
while True:
if game.winner is not None:
pass
# player 0 is human on interface
elif game.player == 0:
time.sleep(0.1)
# player 1 is agent
elif game.player == 1:
agent.make_move()
threading.Thread(target=alternate_turns).start()
interface = Connect4WebInterface(game=game)