ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems.
Philippe WenkGabriele AbbatiMichael A. OsborneBernhard SchölkopfAndreas KrauseStefan BauerPublished in: AAAI (2020)
Keyphrases
- dynamical systems
- state space
- differential equations
- dynamic systems
- partially observable
- predictive state representations
- nonlinear dynamical systems
- action space
- linear systems
- linear dynamical systems
- control theory
- dynamical behavior
- ordinary differential equations
- qualitative simulation
- agent environment
- linear quadratic
- dynamic programming
- reinforcement learning
- decision problems
- markov decision processes
- regression model
- phase space
- model selection
- particle filter