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FAIR-DQL:Fairness-Aware Deep Q-Learning for Enhanced Resource Allocation and RIS Optimization in High-Altitude Platform Networks

Muhammad Ejaz Muhammad Asim Mudasir Ahmad Wani Kashish Ara Shakil

Computers, Materials & Continua2026，Vol.86Issue(3)：P.758-779,22.

Computers, Materials & Continua2026，Vol.86Issue(3)：P.758-779,22.DOI:10.32604/cmc.2025.072464

FAIR-DQL:Fairness-Aware Deep Q-Learning for Enhanced Resource Allocation and RIS Optimization in High-Altitude Platform Networks

Muhammad Ejaz ¹Muhammad Asim ²Mudasir Ahmad Wani ³Kashish Ara Shakil⁴

作者信息

1. School of Computer Science and Engineering,Central South University,Changsha,410083,China
2. EIAS Data Science Lab,College of Computer and Information Sciences,Prince Sultan University,Riyadh,11586,Saudi Arabia
3. EIAS Data Science Lab,College of Computer and Information Sciences,Prince Sultan University,Riyadh,11586,Saudi Arabia College of Computer and Information Sciences,Imam Mohammad Ibn Saud Islamic University(IMSIU),Riyadh,11432,Saudi Arabia
4. Department of Computer Sciences,College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University,P.O.Box 84428,Riyadh,11671,Saudi Arabia
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摘要

关键词

Wireless communication/high-altitude platform station/reconfigurable intelligent surfaces/deep Q-learning

分类

信息技术与安全科学

引用本文复制引用

Muhammad Ejaz,Muhammad Asim,Mudasir Ahmad Wani,Kashish Ara Shakil..FAIR-DQL:Fairness-Aware Deep Q-Learning for Enhanced Resource Allocation and RIS Optimization in High-Altitude Platform Networks[J].Computers, Materials & Continua,2026,86(3):P.758-779,22.

基金项目

supported by the Princess Nourah bint Abdulrahman University Researchers Supporting Project,number PNURSP2025R757 （）

Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia. （）

Computers, Materials & Continua

ISSN：1546-2218

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