Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective.
Guan-Horng LiuEvangelos A. TheodorouPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- optimal control
- deep learning
- nonlinear dynamical systems
- linear quadratic
- control theory
- optimal control problems
- dynamic programming
- differential equations
- control law
- control problems
- control strategy
- state space
- reinforcement learning
- unsupervised learning
- machine learning
- linear systems
- infinite horizon
- weakly supervised
- mental models
- control system
- dimensionality reduction