SOTA: Stock Options Trading Agents Guided by Option-Implied Return Distributions
As option markets grow and AI advances, agentic systems for option trading are gaining increasing attention. Language-model-based agents can reason over contextual information such as news, but option trading presents a particularly challenging decision problem: a single stock can have thousands of contracts, and the a...
Yi-Zhen Xie, Meng-Yang Liu
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