Option Hedging with Risk Averse Reinforcement Learning

Edoardo Vittori, Michele Trapletti, Marcello Restelli

In this paper we show how risk-averse reinforcement learning can be used to hedge options. We apply a state-of-the-art risk-averse algorithm: Trust Region Volatility Optimization (…