2 papers
eess.SY2022
Reducing Action Space: Reference-Model-Assisted Deep Reinforcement Learning for Inverter-based Volt-Var Control
Qiong Liu, Ye Guo, Lirong Deng +3
Reference-model-assisted deep reinforcement learning (DRL) for inverter-based Volt-Var Control (IB-VVC) in active distribution networks is proposed. We investigate that a large act…
eess.SY2020
Adaptive Feedforward Neural Network Control with an Optimized Hidden Node Distribution
Qiong Liu, Dongyu Li, Shuzhi Sam Ge +1
Composite adaptive radial basis function neural network (RBFNN) control with a lattice distribution of hidden nodes has three inherent demerits: 1) the approximation domain of adap…