No-Transaction Band Network: A Neural Network Architecture for Efficient Deep Hedging

Shota Imaki, Kentaro Imajo, Katsuya Ito +2

Deep hedging (Buehler et al. 2019) is a versatile framework to compute the optimal hedging strategy of derivatives in incomplete markets. However, this optimal strategy is hard to…