Myopic Optimality: why reinforcement learning portfolio management strategies lose money

Yuming Ma

Myopic optimization (MO) outperforms reinforcement learning (RL) in portfolio management: RL yields lower or negative returns, higher variance, larger costs, heavier CVaR, lower pr…