R. Miikkulainen, J. Liang, and E. Meyerson, Evolving Deep Neural Networks. Artificial Intelligence in the Age of Neural Networks and Brain Computing 293-312, 2019.

B. Zoph and Q. Le, Neural Architecture Search with Reinforcement Learning. In: arXiv.org, 2016.

B. Zoph, V. Vasudevan, J. Shlens, and Q. Le, Learning Transferable Architectures for Scalable Image Recognition, IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018.

G. Kyriakides and K. Margaritis, Neural Architecture Search with Synchronous Advantage Actor-Critic Methods and Partial Training, Proceedings of the 10th Hellenic Conference on Artificial Intelligence -SETN '18, 2018.

C. Liu, B. Zoph, and M. Neumann, Progressive Neural Architecture Search. Computer Vision -ECCV, 2018.

J. Bergstra and Y. Bengio, Random search for hyper-parameter optimization, The Journal of Machine Learning Research, vol.13, pp.281-305, 2012.

H. Cai, L. Zhu, and S. Han, ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. In: arXiv.org, 2019.

C. Cortes, X. Gonzalvo, and V. Kuznetsov, AdaNet: Adaptive Structural Learning of Artificial Neural Networks. In: arXiv.org, vol.21, 2019.

C. Dong, Y. Shi, and R. Tao, Convolutional Neural Networks for Clothing Image Style Recognition, DEStech Transactions on Computer Science and Engineering, 2018.

D. Lee and J. Mcnair, Deep Reinforcement Learning Agent for Playing 2D Shooting Games, International Journal of Control and Automation, vol.11, pp.193-200, 2018.

L. Gatys, A. Ecker, and M. Bethge, Image style transfer using convolutional neural networks, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016.

K. Stanley and R. Miikkulainen, Evolving Neural Networks through Augmenting Topologies, Evolutionary Computation, vol.10, pp.99-127, 2002.

D. Moriarty and R. Miikkulainen, Forming Neural Networks Through Efficient and Adaptive Coevolution, Evolutionary Computation, vol.5, pp.373-399, 1997.

M. Kendall, A New Measure of Rank Correlation, Biometrika, vol.30, p.81, 1938.

F. Biscani, D. Izzo, and J. W. , , vol.21, 2019.