Rigorous data-driven computation of spectral properties of Koopman operators for dynamical systems.
Matthew J. ColbrookAlex TownsendPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- data driven
- differential equations
- qualitative simulation
- dynamic systems
- agent environment
- phase space
- control theory
- state space
- nonlinear dynamical systems
- linear systems
- dynamical behavior
- partially observable
- image processing
- search algorithm
- partially observable markov decision processes
- probability distribution
- neural network
- qualitative differential equations