Updates reward value for policy.
        :param new_reward: New reward to save.

def update_reward(self, new_reward):
        """
        Updates reward value for policy.
        :param new_reward: New reward to save.
        """
        self.sess.run(self.model.update_reward,
                      feed_dict={self.model.new_reward: new_reward})