def set_available_actions(self, actions):
super(SLAgent, self).set_available_actions(actions)
# possible state values
state_n = len(self.preprocessor.enumerate_states())
self.nn = MLP(config='simple',
input_ranges=[[0, state_n]],
n_outputs=len(actions),
batch_size=4)
