Auxiliary Functions as Koopman Observables: Data-Driven Polynomial Optimization for Dynamical Systems.

Jason J. Bramburger Giovanni Fantuzzi

Published in: CoRR (2023)

Keyphrases

dynamical systems
data driven
dynamic systems
differential equations
nonlinear dynamical systems
qualitative simulation
state space
linear systems
partially observable
control theory
phase space
agent environment
predictive state representations
machine learning
dynamical models