Reinforcement-Learning Portfolio Allocation with Dynamic Embedding of Market Information

Jinghai He, Cheng Hua, Chunyang Zhou +1

We develop a portfolio allocation framework that leverages deep learning techniques to address challenges arising from high-dimensional, non-stationary, and low-signal-to-noise mar…