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Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP.
Jiacheng Guo
Zihao Li
Huazheng Wang
Mengdi Wang
Zhuoran Yang
Xuezhou Zhang
Published in:
ICML (2023)
Keyphrases
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low rank
reinforcement learning
learning algorithm
learning process
state space
convex optimization
predictive state representations
pairwise
learning tasks
rank minimization
group sparsity
data analysis
missing data
decision theoretic
low rank matrix