An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution

Author:

Lyu Zimeng,ElSaid AbdElRahman,Karns Joshua,Mkaouer Mohamed,Desell Travis

Publisher

Springer International Publishing

Reference30 articles.

1. Aly, A., Weikersdorfer, D., Delaunay, C.: Optimizing deep neural networks with multiple search neuroevolution. arXiv preprint arXiv:1901.05988 (2019)

2. Camero, A., Toutouh, J., Alba, E.: Low-cost recurrent neural network expected performance evaluation. arXiv preprint arXiv:1805.07159 (2018)

3. Camero, A., Toutouh, J., Alba, E.: A specialized evolutionary strategy using mean absolute error random sampling to design recurrent neural networks. arXiv preprint arXiv:1909.02425 (2019)

4. Chung, J., Gulcehre, C., Cho, K., Bengio, Y.: Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555 (2014)

5. Collins, J., Sohl-Dickstein, J., Sussillo, D.: Capacity and trainability in recurrent neural networks. arXiv preprint arXiv:1611.09913 (2016)

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