code: def select_action(self, nb_actions, probs):
          
          action = np.random.choice(range(nb_actions), p=probs)
          return action
docs: Return the selected action
  
          # Arguments
              probs (np.ndarray) : Probabilty for each action
  
          # Returns
              action