Taming the Greeks: Option Portfolios with Inductive Biases
An end-to-end deep learning framework for systematic options trading that directly embeds hedging behavior through explicit control of portfolio-level risk exposures and jointly optimizes risk-adjusted returns and targeted risk constraints in a single learning problem is presented.
Wee-Ling Tan, Stephen J. Roberts, Stefan Zohren
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