Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach
Author:
Affiliation:
1. KTH Royal Institute of Technology,Stockholm,Sweden
2. Ericsson Research,Stockholm,Sweden
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9796607/9796652/09796783.pdf?arnumber=9796783
Reference27 articles.
1. Optimal best arm identification with fixed confidence;garivier;29th Annual Conference on Learning Theory Proceedings of Machine Learning Research,2016
2. Non-asymptotic sequential tests for overlapping hypotheses and application to near optimal arm identification in bandit models;garivier,2019
3. Explore First, Exploit Next: The True Shape of Regret in Bandit Problems
4. Learning State Selection for Reconfigurable Antennas: A Multi-Armed Bandit Approach
5. Spectral- and energy-efficient antenna tilting in a HetNet using reinforcement learning
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Continual Learning With Siamese Neural Networks for Sustainable Network Management;IEEE Transactions on Network and Service Management;2024-06
2. VAP: Online Data Valuation and Pricing for Machine Learning Models in Mobile Health;IEEE Transactions on Mobile Computing;2024
3. A Differentiable Throughput Model for Load-Aware Cellular Network Optimization Through Gradient Descent;IEEE Access;2024
4. Off-Policy Learning in Contextual Bandits for Remote Electrical Tilt Optimization;IEEE Transactions on Vehicular Technology;2023-01
5. BEERL: Both Ends Explanations for Reinforcement Learning;Applied Sciences;2022-10-28
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3