Risk-Aware Deep Reinforcement Learning for Dynamic Portfolio Optimization

Emmanuel Lwele, Sabuni Emmanuel, Sitali Gabriel Sitali

This paper presents a deep reinforcement learning (DRL) framework for dynamic portfolio optimization under market uncertainty and risk. The proposed model integrates a Sharpe ratio…