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News/Tight Sample Complexity Bounds for Best-Arm Identification Under Bounded Systematic Bias
arxiv
PublishedApril 18, 2026 at 4:00 AM
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Tight Sample Complexity Bounds for Best-Arm Identification Under Bounded Systematic Bias

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Publisher summary· verbatim

arXiv:2604.14345v1 Announce Type: new Abstract: As search depth increases in autonomous reasoning and embodied planning, the candidate action space expands exponentially, heavily taxing computational budgets. While heuristic pruning is a common countermeasure, it operates without formal safety guara

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