Multi-agent partition management and control method based on state behavior association characteristics

The invention relates to a multi-agent partition management and control method based on state behavior association characteristics. The method comprises the following steps: introducing a power distribution network scene; dividing the power distribution network into a plurality of sub-networks; further constructing a multi-agent structure; and deploying multi-agent training in the divided sub-networks of the power distribution network, and carrying out overall coordination optimization control on the complex power distribution network by utilizing strategy interaction and state behavior association among multiple agents. According to the power distribution network region division method, the optimization control problem of the power distribution network is divided into smaller sub-problems, each sub-problem is associated with the specific region of the power distribution network, and the problem solving convergence speed is effectively improved. And meanwhile, the intelligent agent judges a home-actor structu