Estimating Koopman operators with sketching to provably learn large scale dynamical systems.
Giacomo MeantiAntoine ChatalicVladimir KosticPietro NovelliMassimiliano PontilLorenzo RosascoPublished in: NeurIPS (2023)
Keyphrases
- dynamical systems
- differential equations
- dynamic systems
- nonlinear dynamical systems
- state space
- dynamical models
- phase space
- partially observable
- qualitative simulation
- linear systems
- control theory
- linear dynamical systems
- nonlinear dynamics
- dynamical behavior
- latent variable models
- control system
- spatio temporal
- agent environment
- learning algorithm
- neural network