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arxiv_cs_cl · Jul 10, 2026 · paper

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Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation

arxiv.orgJul 10, 2026
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In brief

Enhancing the reasoning capabilities of large language model (LLM) agents requires effective orchestration of diverse expert models and tools. However, existing frameworks typically call APIs based on coarse-grained m...

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Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation

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