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Exploit More, Explore Smarter for Budget-Constrained Agentic Search

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.23848v1 Announce Type: new Abstract: Budget-constrained agentic search arises when an LLM agent must refine candidates under a small evaluation budget, because validation is expensive, generation requires multiple model calls, or both. In this regime, standard MCTS allocates budget poorl…

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  1. 2026-08-26 04:00 · arXiv cs.AI
    Exploit More, Explore Smarter for Budget-Constrained Agentic Search

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