Extracting structured dynamical systems using sparse optimization with very few samples.
Hayden SchaefferGiang TranRachel WardLinan ZhangPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- differential equations
- dynamic systems
- nonlinear dynamical systems
- qualitative simulation
- dynamical behavior
- state space
- phase space
- control theory
- linear systems
- nonlinear dynamics
- partially observable
- machine learning
- probabilistic model
- sparse representation
- dynamical models
- predictive state representations
- high dimensional