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Home/Authors/Peter Chen

Peter Chen

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

ML×1AI×1

Frequent co-authors

Xi Chen1×

Research Timeline

2026
Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

The paper proposes 2FFS, a two-fidelity tree-search algorithm that efficiently identifies the best action in stochastic minimax trees by adaptively combining cheap, biased heuristic evaluations with expensive, accurate stochastic rollouts.

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Papers

cs.LGcs.AIRecentJun 1, 2026

Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

Peter Chen, Xi Chen

The paper proposes 2FFS, a two-fidelity tree-search algorithm that efficiently identifies the best action in stochastic minimax trees by adaptively combining cheap, biased heuristic evaluations with e…

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