def __init__(self, **args):
# Call the superclass constructor
super(SOMTestAgent, self).__init__(**args)
# instantiate a SOM
self.som = SOM()
# intialize SOM training
N = SOMTestEnvironment.num_samples_per_distr * 5
self.som.init_training(radius_0=max(self.som.xdim, self.som.ydim),
training_length=N)
# instantiate a Growing Neural Gas
self.gng = EquilibriumGNG()
