Eigenvector-based Characterization for Hierarchical Multi-agent Dynamical Systems with Low Rank Interconnection.
Daisuke TsubakinoShinji HaraPublished in: CCA (2010)
Keyphrases
- dynamical systems
- low rank
- multi agent
- linear combination
- singular value decomposition
- eigendecomposition
- affinity matrix
- missing data
- convex optimization
- low rank matrix
- matrix completion
- rank minimization
- singular values
- matrix factorization
- kernel matrix
- nonlinear dynamical systems
- high dimensional data
- semi supervised
- trace norm
- partially observable markov decision processes
- data matrix
- state space
- high order
- linear systems
- dimensionality reduction
- predictive state representations
- reinforcement learning
- probabilistic model
- recommender systems
- pairwise