def __init__(self, config):
if config.get("simplex_actions", False):
self.action_space = Simplex((2, ))
else:
self.action_space = Box(0.0, 1.0, (1, ))
self.observation_space = Box(0.0, 1.0, (1, ))
self.max_steps = config.get("max_steps", 100)
self.state = None
self.steps = None
def test_simplex_space(self):
space = Simplex(shape=(3, 4), concentration=np.array((1, 2, 1)))
d = gym_space_to_dict(space)
sp = gym_space_from_dict(d)
_assert_array_equal(self.assertEqual, space.shape, sp.shape)
_assert_array_equal(self.assertAlmostEqual, space.concentration,
sp.concentration)
self.assertEqual(space.dtype, sp.dtype)
def _simplex(d: Dict) -> Simplex:
return Simplex(**__common(d))