Study Explains Why Q-Learning's Transient Error Eludes Gaussian Limit Analysis
A new arXiv paper analyzes the substantial transient error observed in Q-learning, showing it is not captured by the leading Gaussian limit and instead arises via distributional expansion.
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- 2026-11-13 05:00 · arXiv stat.ML
Understanding the Asymptotic Transience of Q-Learning via Distributional Expansion