We thank the reviewers for their constructive feedback

Neural Information Processing Systems 

We thank the reviewers for their constructive feedback. We use LSTMs as an "agent" not only to make classification Thanks for pointing out this paper, which will be cited and discussed. We are currently preparing a comparison. Please refer to L221-L225 for more details.