New Survey Details Statistical Foundations of Reinforcement Learning
A new arXiv paper presents a non-asymptotic statistical perspective on reinforcement learning, framing RL as a paradigm for sequential decision-making under uncertainty amid rapid model complexity growth.
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- 2026-11-02 05:00 · arXiv stat.ML
Statistical Foundations of Reinforcement Learning: A Non-Asymptotic Perspective