May 29, 2024 � In this paper, we propose a distributed task offloading and wireless resource management framework that optimizes task offloading, local computation frequency�...
In this paper, we propose a distributed task offloading and wireless resource management framework that optimizes task offloading, local computation frequency�...
Jun 9, 2024 � An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile edge�...
An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile edge computing.
An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile edge computing.
Simulation results show that the proposed model-free deep reinforcement learning-based distributed algorithm can better exploit the processing capacities of�...
Feb 3, 2023 � Cooperative Task Offloading for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning. Computer systems organization.
Nov 9, 2023 � [24] proposed a priority-driven cooperative task offloading algorithm based on multiagent deep reinforcement learning supplemented with a�...
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In this paper, we propose a joint dynamic task offloading and CPU frequency control scheme for delay-sensitive tasks in a D2D-MEC system.
Feb 1, 2023 � Currently, the most common technique to accomplish near-real-time optimization is cloud–edge cooperation for offloading optimization tasks. The�...