Linear $Q$-Learning Does Not Diverge in $L^2$: Convergence Rates to a Bounded Set

Xinyu Liu; Zixuan Xie; Shangtong Zhang

2025 ICML ICML 2025

Linear Q-Learning Does Not Diverge in L^2: Convergence Rates to a Bounded Set

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built. Papers without an abstract are not sent to the classifier, which is why this one carries no topics.

Authors

Xinyu Liu, Zixuan Xie, Shangtong Zhang

Keywords

q-learning linear function approximation markovian noise bounded set l2 convergence rate pseudo-contraction

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