SOTA: Stock Options Trading Agents Guided by Option-Implied Return Distributions.

arXiv:2610.10407v1 Announce Type: new Abstract: 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 pre