def setUp(self):
reload(ga)
reload(sp)
self.num = 10
self.player2 = ga.MinimaxPlayer(score_fn=sp.improved_score)
self.player1 = ga.AlphaBetaPlayer(score_fn=sp.improved_score)
self.game = iso.Board(self.player1, self.player2)
def test2(self):
player1 = ga.AlphaBetaPlayer(score_fn=sp.open_move_score,
search_depth=1)
player2 = ga.MinimaxPlayer(score_fn=sp.open_move_score, search_depth=1)
game = iso.Board(player1, player2, width=9, height=9)
game = game.setstate_NQA([
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,
0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0,
0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59, 40
])
time_left = lambda: 10000.0
mv = player1.alphabeta(game, time_left)
print("-----------")
print(mv)
assert (mv == (7, 2))
def test1(self):
player1 = ga.AlphaBetaPlayer(score_fn=sp.improved_score,
search_depth=1)
player2 = ga.MinimaxPlayer(score_fn=sp.center_score)
game = iso.Board(player1, player2, width=9, height=9)
game = game.setstate_NQA([
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0,
0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 42
])
time_left = lambda: 1000.0
print()
print(game.to_string())
mv = player1.alphabeta(game, time_left)
print(mv)
assert (mv == (7, 2))
def test_moves(self):
ws = []
for _ in range(self.num):
game = iso.Board(self.player1, self.player2)
def setUp(self):
reload(ga)
self.player1 = "Player1"
self.player2 = "Player2"
self.game = iso.Board(self.player1, self.player2)
def run_agents():
player1 = ga.AlphaBetaPlayer(score_fn=sp.improved_score)
player2 = ga.AlphaBetaPlayer(score_fn=sp.improved_score)
for n in range(1000):
game = iso.Board(player1, player2)