Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings.
Christian FiedlerMichael HertySebastian TrimpePublished in: IEEE Control. Syst. Lett. (2023)
Keyphrases
- dynamical systems
- linear quadratic
- differential equations
- dynamic systems
- kernel function
- markov chain
- markov random field
- qualitative simulation
- control theory
- state space
- hidden markov random fields
- agent environment
- nonlinear dynamical systems
- dynamical models
- linear systems
- bayesian inference
- kernel methods
- dimensionality reduction
- support vector
- euclidean space
- reproducing kernel hilbert space
- feature space
- low dimensional
- markov processes
- bayesian networks
- monte carlo
- em algorithm
- phase space
- probability distribution
- search space
- reinforcement learning