Toward Optimal Resource Allocation: A Multi-Agent DRL Based Task Offloading Approach in Multi-UAV-Assisted MEC Networks

Toward Optimal Resource Allocation: A Multi-Agent DRL Based Task Offloading Approach in Multi-UAV-Assisted MEC Networks

The application of UAV-aided MEC well-suited for the execution of the data-intensive and latency-sensitive tasks in the infrastructure-deprived regions. However, the growing number of UAVs and smart devices causing a major difficulty in the devising an effective scheme for the task offloading and re...

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Bibliographic Details
Main Authors: Muhammad Naqqash Tariq, Jingyu Wang, Salman Raza, Mohammad Siraj, Majid Altamimi, Saifullah Memon
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
DRL
MEC
resource allocation
task offloading
UAV
Online Access:https://ieeexplore.ieee.org/document/10551824/
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