Deep Learning vs. Black-Scholes: Option Pricing Performance on Brazilian Petrobras Stocks

Joao Felipe Gueiros, Hemanth Chandravamsi, Steven H. Frankel

This paper explores the use of deep residual networks for pricing European options on Petrobras, one of the world's largest oil and gas producers, and compares its performance with…