Explanation-Guided Deep Reinforcement Learning for Trustworthy 6G RAN Slicing

Author:

Rezazadeh Farhad1,Chergui Hatim2,Mangues-Bafalluy Josep1

Affiliation:

1. Centre Tecnológic de Telecomunicacions de Catalunya (CTTC),Barcelona,Spain

2. i2CAT Foundation,Barcelona,Spain

Publisher

IEEE

Reference13 articles.

1. Advanced Cloud-Based Network Management for 5G C-RAN;maule;Enabling 6G Mobile Networks,2021

2. Adam: A method for stochastic optimization;kingma;Proc Int Conf Learn Represent (ICLR),0

3. GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

4. A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control

5. Resource Reservation in Sliced Networks: An Explainable Artificial Intelligence (XAI) Approach

Cited by 4 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. XAI-driven Model Design for Resource Utilization Forecasting in Cloud-native 6G Networks;2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom);2024-07-08

2. Blockchain and Trustworthy Reputation for Federated Learning: Opportunities and Challenges;2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom);2024-07-08

3. Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges;2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit);2024-06-03

4. DRL-Based Latency-Aware Network Slicing in O-RAN with Time-Varying SLAs;2024 International Conference on Computing, Networking and Communications (ICNC);2024-02-19

同舟云学术

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