Multi-Agent Deep Reinforcement Learning With Trajectory Prediction for Task Migration-Assisted Computation Offloading

Xinyi Zhang; Chunyang Wang; Yanmin Zhu; Jian Cao; Tong Liu

doi:10.1109/tmc.2025.3539945

ScienceGate Book Chapters

JOURNAL ARTICLE

Multi-Agent Deep Reinforcement Learning With Trajectory Prediction for Task Migration-Assisted Computation Offloading

Xinyi Zhang Chunyang Wang Yanmin Zhu Jian Cao Tong Liu

Year: 2025 Journal: IEEE Transactions on Mobile Computing Vol: 24 (7)Pages: 5839-5856 Publisher: IEEE Computer Society

DOI: 10.1109/tmc.2025.3539945

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Reinforcement learning Task (project management) Artificial intelligence Computation Computation offloading Trajectory Distributed computing Machine learning Edge computing Algorithm

Metrics

Cited By

10.33

FWCI (Field Weighted Citation Impact)

Refs

0.92

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Age of Information Optimization

Physical Sciences → Computer Science → Computer Networks and Communications

Brain Tumor Detection and Classification

Life Sciences → Neuroscience → Neurology

Multi-Agent Deep Reinforcement Learning With Trajectory Prediction for Task Migration-Assisted Computation Offloading

Metrics

Citation History

Topics

Related Documents

Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction

Multi-agent Computation Offloading in UAV Assisted MEC via Deep Reinforcement Learning

Cache-assisted task offloading strategy based on multi-agent deep reinforcement learning

Multi-agent deep reinforcement learning based multi-task partial computation offloading in mobile edge computing

Distributed multi-agent deep reinforcement learning for trajectory planning in UAVs-assisted edge offloading