Lyapunov-Net: A Deep Neural Network Architecture for Lyapunov Function Approximation
Author:
Affiliation:
1. Georgia State University,Department of Mathematics and Statistics,Atlanta,GA,USA,30303
2. Georgia Institute of Technology,School of Electrical and Computer Engineering,Atlanta,GA,USA,30332
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9992315/9992317/09993006.pdf?arnumber=9993006
Reference38 articles.
1. Formal Synthesis of Lyapunov Neural Networks
2. Safe Learning for Control using Control Lyapunov Functions and Control Barrier Functions: A Review
3. Analytic Function Approximation by Path-Norm-Regularized Deep Neural Networks
4. The representation power of neural networks: breaking the curse of dimensionality;Blanchard,2021
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