Yulong Gao

Exact variance of random return in distributional LQR and its application to mean–variance optimal control

The classical linear quadratic regulator (LQR) minimizes the expected cumulative return but fails to account for performance variability, rendering it inadequate for risk-aware applications. To address this, we introduce the variance of the cumulative return as a risk measure in...