def update_AI(self):
solver = Solver(self.env.gameState)
action = solver.get_action()
self.env.step(action)
self.render(self.main_window)
pg.display.update()
def counter_double_menace():
print(
'|----------------------------------------------------------------------------|'
)
print(' TEST OBJECTIVE: counter the double menace\n')
start_time = time()
shape = (4, 5)
sequence = [18, 13, 17]
game = DynamicGame(grid_shape=shape)
for action in sequence:
game.step(action)
print('Initial state: \n', game)
solver = Solver(game.gameState)
game.step(solver.get_action())
print('\n', game)
end_time = time()
assert (game.gameState.board[16] == -1)
print('\n TEST SUCCESSFUL:', solver.nodes_explored, 'nodes explored in ',
round(end_time - start_time, 2), 'seconds.')
print(
'|----------------------------------------------------------------------------|'
)
def first_move():
print(
'|----------------------------------------------------------------------------|'
)
print(' TEST OBJECTIVE: choose the optimal first move\n')
start_time = time()
shape = (4, 5)
game = DynamicGame(grid_shape=shape)
print('\n', game)
solver = Solver(game.gameState)
game.step(solver.get_action())
end_time = time()
assert (game.gameState.board[17] == 1)
print('\n TEST SUCCESSFUL:', solver.nodes_explored, 'nodes explored in ',
round(end_time - start_time, 2), 'seconds.')
print(
'|----------------------------------------------------------------------------|'
)
def double_menace():
print(
'|----------------------------------------------------------------------------|'
)
print(' TEST OBJECTIVE: complete the double menace\n')
start_time = time()
shape = (4, 5)
sequence = [18, 13, 17, 12]
game = DynamicGame(grid_shape=shape)
for action in sequence:
game.step(action)
print('Initial state: \n', game)
total_nodes = 0
for x in range(3):
solver = Solver(game.gameState)
game.step(solver.get_action())
total_nodes += solver.nodes_explored
print('\n', game)
end_time = time()
assert (game.gameState.board[15] == 1 and game.gameState.board[16] == 1
or game.gameState.board[16] == 1 and game.gameState.board[19] == 1)
print('\n TEST SUCCESSFUL:', total_nodes, ' nodes explored in ',
round(end_time - start_time, 2), 'seconds.')
print(
'|----------------------------------------------------------------------------|'
)