Robust Deep Reinforcement Learning for Volt-VAR Optimization in Active Distribution System under Uncertainty

Zhengrong Chen, Siyao Cai, A. P. Sakis Meliopoulos

The deep reinforcement learning (DRL) based Volt-VAR optimization (VVO) methods have been widely studied for active distribution networks (ADNs). However, most of them lack safety…