A Task Offloading and Resource Allocation Strategy Based on Multi-Agent Reinforcement Learning in Mobile Edge Computing

A Task Offloading and Resource Allocation Strategy Based on Multi-Agent Reinforcement Learning in Mobile Edge Computing

Task offloading and resource allocation is a research hotspot in cloud-edge collaborative computing. Many existing pieces of research adopted single-agent reinforcement learning to solve this problem, which has some defects such as low robustness, large decision space, and ignoring delayed rewards....

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Bibliographic Details
Main Authors: Guiwen Jiang, Rongxi Huang, Zhiming Bao, Gaocai Wang
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Future Internet
Subjects:
mobile edge computing
computing offloading
resource allocation
multi-agent
Online Access:https://www.mdpi.com/1999-5903/16/9/333
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