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

Ruiquan Huang Yingbin Liang Jing Yang

Published in: ICLR (2024)

Keyphrases

learning algorithm
predictive state representations
worst case
machine learning algorithms
prior knowledge
learning tasks
machine learning
reinforcement learning
computational complexity
dynamic programming
graphical models