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Heng-Shuo Miao

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#artificial intelligence Preprint Sep 2026

PrimeScientist: Strategic Allocation of Research Effort in Autonomous Research

This work introduces PrimeScientist, which jointly determines research direction and resource investment across successive research attempts, and proposes an adaptive MCTS-based allocation policy that balances exploration and exploitation using experimental feedback and remaining resources.

Xinle Yu, Fan Bai, Kaiser Sun et al. · 0 citations

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