Multi-agent Based Energy Balancing Management Algorithm for Smart Grid System

A multi-agent DQN algorithm is used by introducing two global states, which play role to communicate among each individual agent to minimize the electricity peak problem and electricity balance between houses by optimal use of storage utilities.