Robustness in Sequential Decision Making under Evolving Uncertainty: Evidence from High-Frequency Market Making

Ying Chen, Hoa Nguyen, Julian Sester +2

We study sequential decision making under evolving uncertainty in high-frequency financial markets, where changing market dynamics continually challenge static decision policies. W…