DeePM: Regime-Robust Deep Learning for Systematic Macro Portfolio Management

Kieran Wood, Stephen J. Roberts, Stefan Zohren

We propose DeePM (Deep Portfolio Manager), a structured deep-learning macro portfolio manager trained end-to-end to maximize a robust, risk-adjusted utility. DeePM addresses three…