Kyaw Maung Maung Thwin

Improving Long-Horizon Credit Assignment in Soft Actor-Critic for Bidirectional Utility Grid-Connected Microgrid Energy Management Systems

The microgrid energy management system coordinates the operations of multiple microgrid components. Deep reinforcement learning algorithms, such as the Soft Actor-Critic (SAC) algorithm, are well known for off-policy learning, maximum entropy, and high sample efficiency, and SAC is used as a control agent in MG-EMS. Ho...