Koopman-based Neural Lyapunov functions for general attractors

Author:

Deka Shankar A.1,Valle Alonso M.1,Tomlin Claire J.1

Affiliation:

1. University of California, Berkeley,Department of Electrical Engineering and Computer Sciences,Berkeley,CA,USA,94720

Publisher

IEEE

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Synthesizing Control Laws from Data using Sum-of-Squares Optimization;2024 IEEE Conference on Control Technology and Applications (CCTA);2024-08-21

2. Zubov-Koopman Learning of Maximal Lyapunov Functions;2024 American Control Conference (ACC);2024-07-10

3. Estimation of Regions of Attraction with Formal Certificates in a Purely Data-Driven Setting;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

4. Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization;Journal of Nonlinear Science;2023-10-30

5. Navigation in Time-Varying Densities: An Operator Theoretic Approach;2023 European Control Conference (ECC);2023-06-13

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