Delve into our curated collection of studies, which shed light on innovative approaches for optimizing MAC protocols through AI-driven decision-making mechanisms in dynamic mesh network environments. Explore how AI techniques adaptively allocate network resources, manage interference, and enhance throughput, latency, and reliability. Our archive serves as a comprehensive repository of scholarly insights, offering nuanced analyses and groundbreaking discoveries that drive the evolution of communication infrastructure. Join us in navigating the forefront of research, where each study contributes to advancing the frontier of AI-driven MAC management in wireless mesh networks and its applications across various domains.