IEEE

Human-in-the-loop Reinforcement Learning Method for Volt/Var Control in Active Distribution Network with Safe Operation Mechanism

Abstract: In recent years, distributed energy resources (DERs) in power systems have been increasingly integrated into the distribution network. DERs will improve the flexibility and economy of active ...
IEEE

Q-HIRL: A Q-Network Representation-Based Request Framework for Human-in-the-Loop Reinforcement Learning

Abstract: Human-in-the-loop reinforcement learning (HIRL) has emerged as a promising approach to address the challenges of sample efficiency and exploration in complex environments. This paper ...