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LiveOption: Evaluating LLM Agents in Structured Option Trading with Nonlinear Payoffs

Luo, Haochen et al.
arXiv (All) · Papers
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computational-finance
Large language models (LLMs) and multi-agent systems (MAS) have shown promise in financial decision-making, yet existing evaluations focus on equity trading and primarily assess directional prediction, overlooking the structural complexity of derivative markets. Option trading introduces fundamental
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