In today’s rapidly advancing automation landscape, efficient and scalable robot control systems are key to unlocking the full potential of autonomous mobile robots (AMRs) and automated guided vehicles (AGVs). This white paper provides an in-depth exploration of the essential components, architecture, and technologies behind modern robot control systems. We examine various control strategies, including centralized and decentralized approaches, along with their impact on operational efficiency and system flexibility.