Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition.
Yash ChandakShantanu ThakoorZhaohan Daniel GuoYunhao TangRémi MunosWill DabneyDiana L. BorsaPublished in: CoRR (2023)
Keyphrases
- singular value decomposition
- reinforcement learning
- singular values
- action selection
- low rank
- function approximation
- latent semantic indexing
- least squares
- dimension reduction
- reconstruction error
- function approximators
- dimensionality reduction
- latent semantic analysis
- low rank matrix
- low rank approximation
- correlation matrix
- data matrix
- learning algorithm
- image processing
- neural network
- video sequences
- singular vectors
- low rank matrices