System and method for autonomous policy conflict detection and mitigation in open radio access network (O-RAN) deployments

An agent coordinator for detecting and managing conflicting interactions among a set of agents operating on a shared open radio environment, the coordinator comprising one or more processors configured to:

• evaluate effects of monitored actions taken by the agents on one or more observed metrics, the actions taken by the agents being observed by a monitoring system of the shared open radio environment;
• use the monitored actions and information that is collected about the agents from the monitoring system to build a knowledge graph that represents the interactions between each agent of the set of agents with the shared open radio environment and between each of the agents;
• process information extracted from the knowledge graph to estimate relationships among the agents,
• use the estimated relationships among the agents to detect conflicting situations between the agents, and
• enforce a predefined coordination and/or control policy according to the estimated relationships among the agents to solve or mitigate the detected conflicting situations.