Eigenvector-based intergroup connection of low rank for hierarchical multi-agent dynamical systems.
Daisuke TsubakinoShinji HaraPublished in: Syst. Control. Lett. (2012)
Keyphrases
- dynamical systems
- low rank
- multi agent
- linear combination
- singular value decomposition
- eigendecomposition
- singular values
- matrix factorization
- affinity matrix
- low rank matrix
- missing data
- convex optimization
- nonlinear dynamical systems
- matrix completion
- rank minimization
- kernel matrix
- semi supervised
- least squares
- linear systems
- state space
- high order
- reinforcement learning
- partially observable markov decision processes
- high dimensional data
- small number
- predictive state representations
- trace norm
- principal component analysis
- dimensionality reduction
- data matrix
- high dimensional
- collaborative filtering