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News/Deep Reinforcement Learning with Buffered Quantile Objectives
arxiv
PublishedSeptember 21, 2026 at 4:00 AM
—neutral

Deep Reinforcement Learning with Buffered Quantile Objectives

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arXiv:2609.21327v1 Announce Type: cross Abstract: Quantile-based reinforcement learning provides an interpretable approach to risk-sensitive decision-making by optimizing a prescribed quantile of the cumulative-return distribution. Despite this appeal, learning under a point quantile objective is ch

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