The Utility of Sparse Representations for Control in Reinforcement Learning.
Vincent LiuRaksha KumaraswamyLei LeMartha WhitePublished in: CoRR (2018)
Keyphrases
- sparse representation
- reinforcement learning
- dictionary learning
- image classification
- sparse coding
- optimal control
- joint optimization
- image patches
- machine learning
- compressed sensing
- compressive sensing
- signal processing
- image representation
- state space
- regularized least squares
- single image super resolution
- dimensionality reduction
- random projections
- learning algorithm
- neural network
- sparse reconstruction