Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification.
Ruoxi JiangRebecca WillettPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- predictive state representations
- learning algorithm
- learning tasks
- learning problems
- nonlinear dynamical systems
- connectionist networks
- maximum likelihood
- expectation maximization
- model selection
- differential equations
- qualitative simulation
- reinforcement learning methods
- dynamic systems
- difference equations
- nonlinear dynamics
- supervised learning