Review paper
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
Volume: 21, Issue: 4, Pages: 3133 - 3174
Published: Jan 1, 2019
Abstract
This paper presents a comprehensive literature review on applications of deep reinforcement learning (DRL) in communications and networking. Modern networks, e.g., Internet of Things (IoT) and unmanned aerial vehicle (UAV) networks, become more decentralized and autonomous. In such networks, network entities need to make decisions locally to maximize the network performance under uncertainty of network environment. Reinforcement learning has...
Paper Details
Title
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
Published Date
Jan 1, 2019
Volume
21
Issue
4
Pages
3133 - 3174