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Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search

Monte-Carlo Tree Search (MCTS) typically stores only scalar mean estimates, which makes it poorly suited for tail-risk objectives such as conditional value-at-risk (CVaR).

By Quynh Trinh, Trung Nguyen, Nam Nguyen, Tuan DamarXiv - stat.ML

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Originally published by arXiv - stat.ML on Oct 19, 2026.

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