Initialization Approach for Nonlinear State-Space Identification via the Subspace Encoder Approach.
Rishi RamkannanGerben Izaak BeintemaRoland TóthMaarten SchoukensPublished in: CoRR (2023)
Keyphrases
- state space
- kernel based nonlinear
- reinforcement learning
- heuristic search
- search space
- subspace clustering
- principal component analysis
- particle filter
- bit rate
- high dimensional data
- kernel pca
- video codec
- reinforcement learning algorithms
- subspace learning
- rate distortion
- video compression
- low complexity
- optimal policy
- machine learning
- low dimensional
- dynamical systems
- planning problems
- dimensionality reduction
- state variables
- motion estimation
- rate control
- belief state
- dynamic programming
- k means
- feature space
- feature selection
- action space
- decoding process
- neural network