Provably Efficient UCB-type Algorithms For Learning Predictive State Representations.

Ruiquan Huang Yingbin Liang Jing Yang

Published in: CoRR (2023)

Keyphrases

learning algorithm
predictive state representations
worst case
learning tasks
learning problems
supervised learning
dynamical systems
computational complexity
prior knowledge
active learning
machine learning algorithms
graphical models
domain independent