Deep Hedging: Learning to Simulate Equity Option Markets

Magnus Wiese, Lianjun Bai, Ben Wood +1

We construct realistic equity option market simulators based on generative adversarial networks (GANs). We consider recurrent and temporal convolutional architectures, and assess t…