Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees.

Jacob H. Seidman Mahyar Fazlyab Victor M. Preciado George J. Pappas

Published in: CoRR (2020)

Keyphrases

optimal control
deep learning
control problems
dynamic programming
unsupervised learning
control strategy
optimal control problems
reinforcement learning
unsupervised feature learning
control law
machine learning
multiscale
higher order
weakly supervised