Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems.
Andreas LookMelih KandemirBarbara RakitschJan PetersPublished in: CoRR (2023)
Keyphrases
- dynamical systems
- state space
- dynamical models
- differential equations
- dynamical behavior
- dynamic systems
- predictive state representations
- control theory
- markov chain
- random fields
- nonlinear dynamical systems
- linear systems
- ordinary differential equations
- statistical models
- reinforcement learning
- phase space
- qualitative simulation
- markov decision process
- state variables
- graphical models
- bayesian inference
- model selection
- complex systems