Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems.
Andreas LookBarbara RakitschMelih KandemirJan PetersPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- dynamical systems
- state space
- dynamical models
- differential equations
- dynamic systems
- predictive state representations
- dynamical behavior
- reinforcement learning
- phase space
- partially observable
- qualitative simulation
- control theory
- linear systems
- random fields
- statistical models
- nonlinear dynamics
- linear dynamical systems
- probabilistic model
- learning algorithm
- partially observable markov decision processes
- ordinary differential equations
- heuristic search
- nonlinear dynamical systems
- complex systems
- finite state automaton