Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP.
Jiacheng GuoZihao LiHuazheng WangMengdi WangZhuoran YangXuezhou ZhangPublished in: CoRR (2023)
Keyphrases
- low rank
- reinforcement learning
- learning algorithm
- group sparsity
- partially observable
- matrix factorization
- learning tasks
- training data
- learning process
- state space
- markov random field
- low rank matrix
- singular values
- convex optimization
- sparse coding
- learning problems
- dynamical systems
- data sets
- data points
- decision trees
- image processing
- feature selection
- machine learning