AUTONOMOUS SCALABLE AGENT THAT IMPROVES PERFORMANCE OF NETWORK DEVICE SYSTEMS

According to one aspect, embodiments provide a system for optimizing control schemes executed by a plurality of intelligent agents controlling a plurality of client devices, the system comprising an observer configured to communicate with the plurality of intelligent agents, a database configured to store information received from the plurality of intelligent agents, and an external data source, the observer being further configured to poll the plurality of intelligent agents for operational information of at least one power device, collect information from the external data source and from the database, update the database based on the operational information and the information collected from the external data source and the database, and modify a first control scheme executed by a firstintelligent agent of the plurality of intelligent agents to control a first client device. 本发明公开了种提高网络设备系统性能的自主可扩展代理。根据个方面，实施例提供了种系统，该系统用于优化由控制多个客户端设备的多个智能代理执行的控制方案，该系统包括：观测器，该观测器被配置为与多个智能代理、被配置为存储从多个智能代理接收的信息的数据库以及外部数据源通信；该