Deep Reinforcement Learning and Convex Mean-Variance Optimisation for Portfolio Management

Ruan Pretorius, Terence van Zyl

Traditional portfolio management methods can incorporate specific investor preferences but rely on accurate forecasts of asset returns and covariances. Reinforcement learning (RL)…