Enhancing Black-Scholes Delta Hedging via Deep Learning

Chunhui Qiao, Xiangwei Wan

This paper proposes a deep delta hedging framework for options, utilizing neural networks to learn the residuals between the hedging function and the implied Black-Scholes delta. T…