HIRANO, Masanori; Minami, Kentaro; Imajo, Kentaro - 2023
Deep hedging is a deep-learning-based framework for derivative hedging in incomplete markets. The advantage of deep … hedging lies in its ability to handle various realistic market conditions, such as market frictions, which are challenging to … address within the traditional mathematical finance framework. Since deep hedging relies on market simulation, the underlying …