Efficient Pricing and Hedging of High Dimensional American Options Using Recurrent Networks

Andrew Na, Justin Wan

We propose a deep Recurrent neural network (RNN) framework for computing prices and deltas of American options in high dimensions. Our proposed framework uses two deep RNNs, where…