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From Numbers to Judgment: Specialist LLM Agents and Reinforcement Learning for European Listed Real Estate

arXiv cs.AI · 4d ago Cached

This paper introduces Larix, a specialist LLM agent framework for European listed real estate analysis, showing that specialist decomposition improves numerical tasks while reinforcement learning (GRPO) improves integrative judgment, with gains transferring to unseen firms and regulatory regimes.

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