Autonomous multi-agent systems operating in resource-constrained environments with limited communication and computation face a fundamental tension between global, long-horizon planning and local, real-time control. This talk presents a hierarchical framework designed to bridge this gap, progressing from strategic semantic coordination to reflexive adaptation. We first introduce a decentralized execution and centralized coordination architecture that leverages […]