Adaptive Modulation and Coding based on Reinforcement Learning for 5G Networks

Mateus P. Mota, Daniel C. Araujo, Francisco Hugo Costa Neto +2

We design a self-exploratory reinforcement learning (RL) framework, based on the Q-learning algorithm, that enables the base station (BS) to choose a suitable modulation and coding…