Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents
arXiv:2610.04040v1 Announce Type: new Abstract: 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 eve…
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- 2026-10-06 04:00 · arXiv cs.AI
Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents