From Black-Scholes to Online Learning: Dynamic Hedging under Adversarial Environments

Henry Lam, Zhenming Liu

We consider a non-stochastic online learning approach to price financial options by modeling the market dynamic as a repeated game between the nature (adversary) and the investor.…