def test_score_with_weights(self):
axl.seed(0)
opponents_information = [
utils.PlayerInfo(s, {}) for s in axl.demo_strategies
]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(
params,
objective=objective,
opponents_information=opponents_information,
# All weight on Coop
weights=[1, 0, 0, 0, 0])
expected_score = 3
self.assertEqual(score, expected_score)
score = utils.score_params(
params,
objective=objective,
opponents_information=opponents_information,
# Shared weight between Coop and Def
weights=[2, 2, 0, 0, 0])
expected_score = 1.5
self.assertEqual(score, expected_score)
score = utils.score_params(
params,
objective=objective,
opponents_information=opponents_information,
# Shared weight between Coop and Def
weights=[2, -.5, 0, 0, 0])
expected_score = 4.0
self.assertEqual(score, expected_score)
def test_score_with_weights(self):
axl.seed(0)
opponents_information = [utils.PlayerInfo(s, {})
for s in axl.demo_strategies]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information,
# All weight on Coop
weights=[1, 0, 0, 0, 0])
expected_score = 3
self.assertEqual(score, expected_score)
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information,
# Shared weight between Coop and Def
weights=[2, 2, 0, 0, 0])
expected_score = 1.5
self.assertEqual(score, expected_score)
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information,
# Shared weight between Coop and Def
weights=[2, -.5, 0, 0, 0])
expected_score = 4.0
self.assertEqual(score, expected_score)
def objective_function(vector):
params.receive_vector(vector=vector)
instance_generation_function = 'player'
return - score_params(params=params, objective=self.objective,
opponents_information=self.opponents_information,
weights=self.weights,
sample_count=self.sample_count,
instance_generation_function=instance_generation_function
)
def test_with_init_kwargs(self):
axl.seed(0)
opponents_information = [utils.PlayerInfo(axl.Random, {"p": 0})]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information)
expected_score = 0
self.assertEqual(score, expected_score)
opponents_information = [utils.PlayerInfo(axl.Random, {"p": 1})]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information)
expected_score = 3.0
self.assertEqual(score, expected_score)
def test_with_init_kwargs(self):
axl.seed(0)
opponents_information = [utils.PlayerInfo(axl.Random, {"p": 0})]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information)
expected_score = 0
self.assertEqual(score, expected_score)
opponents_information = [utils.PlayerInfo(axl.Random, {"p": 1})]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information)
expected_score = 3.0
self.assertEqual(score, expected_score)
def test_score(self):
axl.seed(0)
opponents_information = [utils.PlayerInfo(s, {})
for s in axl.demo_strategies]
objective = utils.prepare_objective()
params = DummyParams()
score = utils.score_params(params,
objective=objective,
opponents_information=opponents_information)
expected_score = 2.0949
self.assertEqual(score, expected_score)