ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems.
Philippe WenkGabriele AbbatiStefan BauerMichael A. OsborneAndreas KrauseBernhard SchölkopfPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- state space
- differential equations
- predictive state representations
- dynamic systems
- nonlinear dynamical systems
- partially observable
- qualitative simulation
- linear dynamical systems
- ordinary differential equations
- control theory
- agent environment
- linear systems
- action space
- phase space
- dynamical models
- bayesian networks
- regression model
- model selection
- initial conditions