In accordance with embodiments disclosed herein, there are provided apparatuses, systems and methods for implementing wireless system discovery and control using a state-space. For example, such means may include: establishing, a communications interface between an access point optimizer and a wireless access point; identifying one or more interfering wireless nodes exhibiting electromagnetic interference upon the wireless access point; collecting data from the wireless access point; determining a model of the wireless access point and the one or more interfering wireless nodes by: (i) modeling communicative relationships and properties among the wireless access points and the one or more interfering wireless nodes exhibiting electromagnetic interference upon the wireless access point based at least in part on the data collected, and (ii) modeling an active state of the wireless access points representing a current configuration of the wireless access points having therein one or more configurable parameters for the wireless access points based at least in part on the data collected; and quantifying a change in performance of the wireless access points or the one or more interfering wireless nodes based on a state change affecting the model. Other related embodiments are disclosed.