LLM4MAC: An LLM-Driven Reinforcement Learning Framework for MAC Protocol Emergence

Renxuan Tan, Rongpeng Li, Zhifeng Zhao

With the advent of 6G systems, emerging hyper-connected ecosystems necessitate agile and adaptive medium access control (MAC) protocols to contend with network dynamics and diverse…