Learning Agents in Black-Scholes Financial Markets: Consensus Dynamics and Volatility Smiles

Tushar Vaidya, Carlos Murguia, Georgios Piliouras

Black-Scholes (BS) is the standard mathematical model for option pricing in financial markets. Option prices are calculated using an analytical formula whose main inputs are strike…