Deep Hedging under Rough Volatility

We investigate the performance of the Deep Hedging framework under training paths beyond the (finite dimensional) Markovian setup. In particular, we analyse the hedging performance of the original architecture under rough volatility models in view of existing theoretical results for those. Furthermo...

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Bibliographic Details
Main Authors: Blanka Horvath, Josef Teichmann, Žan Žurič
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/9/7/138