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标题为英语Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents
Financial LLM agents are often evaluated by comparing their end-to-end returns with those of a baseline and testing the paired difference against zero. This measures whether deploying the agent changes realized performance, but it does not isolate event-selection skill. An agent…
arXiv — cs.AI作者: Mingyang (Alex), Chen (Andrew), Yida (Andrew), Xu (Aurora), Huiwen (Aurora), Chen, Yiming Lu, Wei Jin2026年10月6日 (10月6日)
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- Financial LLM agents are often evaluated by comparing their end-to-end returns with those of a baseline and testing the paired difference against zero
- This measures whether deploying the agent changes realized performance, but it does not isolate event-selection skill
Research
KZ·AI 39D8Инсайт дня
Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents
标签：#arXiv
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