Intelligent resource allocation in wireless networks via deep reinforcement learning

arXiv:2601.04842v1 Announce Type: new Abstract: This study addresses the challenge of optimal power allocation in stochastic wireless networks by employing a Deep Reinforcement Learning (DRL) framework. Specifically, we design a Deep Q-Network (DQN) agent capable of learning adaptive power control …