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Academic Journal

Task Offloading of Parked Vehicles Edge Computing Based on Differential Privacy Hotstuff.

Authors : Liang, Guoling^1,2 (AUTHOR); Su, Zhaoyu^1,2 (AUTHOR); Li, Chunhai¹ (AUTHOR)

Source: Information. Apr2026, Vol. 17 Issue 4, p339. 23p.

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Academic Journal

Action-factorized Rainbow deep Q-network with token Transformer for computation offloading in edge computing-enabled Internet of Ships.

Authors : Zhang, Shengtian^1,2 (AUTHOR); Yang, Haolin¹ (AUTHOR); Kim, Hyeonseok¹ (AUTHOR)

Source: PLoS ONE. 5/11/2026, Vol. 21 Issue 5, p1-28. 28p.

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Academic Journal

Computation Offloading Strategy Based on Multi-Agent Reinforcement Learning in Vehicular Edge Computing Networks.

Authors : Liu, Yubao¹ (AUTHOR) ; Sun, Quanchao¹ (AUTHOR); Liu, Zhiyuan¹ (AUTHOR)

Source: Sensors (14248220). May2026, Vol. 26 Issue 9, p2652. 29p.

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Task Offloading and Resource Allocation for ICVs in Vehicular Edge Computing Networks Based on Hybrid Hierarchical Deep Reinforcement Learning.

Authors : Liu, Jiahui^1,2,3 (AUTHOR); Zou, Yuan^1,2,3 (AUTHOR) ; Du, Guodong^1,2,3 (AUTHOR)

Source: Sensors (14248220). Nov2025, Vol. 25 Issue 22, p6914. 30p.

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Academic Journal

Dynamic task offloading for Internet of Things in mobile edge computing via deep reinforcement learning.

Authors : Chen, Ying¹ (AUTHOR) ; Gu, Wei¹ (AUTHOR); Li, Kaixin¹ (AUTHOR)

Source: International Journal of Communication Systems. 11/20/2025, Vol. 38 Issue 17, p1-16. 16p.

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Lightweight deep deterministic policy gradient for edge computing in recirculating aquaculture systems: real-time feeding control with reduced computational requirements.

Authors : Elmessery, Wael M.¹ (AUTHOR); Shams, Mahmoud Y.² (AUTHOR); El-Hafeez, Tarek Abd^3,4 (AUTHOR)

Source: Scientific Reports. 10/30/2025, Vol. 15 Issue 1, p1-24. 24p.

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Academic Journal

Maritime Mobile Edge Computing for Sporadic Tasks: A PPO-Based Dynamic Offloading Strategy.

Authors : Sun, Yanglong¹ (AUTHOR); Luo, Wenqian² (AUTHOR); Xu, Zhiping^1,2 (AUTHOR)

Source: Mathematics (2227-7390). Aug2025, Vol. 13 Issue 16, p2643. 20p.

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Academic Journal

Queue Stability-Constrained Deep Reinforcement Learning Algorithms for Adaptive Transmission Control in Multi-Access Edge Computing Systems.

Authors : Han, Longzhe¹ (AUTHOR) ; Zeng, Tian^1,2 (AUTHOR); Zhao, Jia¹ (AUTHOR)

Source: Algorithms. Aug2025, Vol. 18 Issue 8, p498. 14p.

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Academic Journal

Deep learning-based caching optimization for VR 360° videos in vehicular edge computing.

Authors : Khan, Shahbaz¹ (AUTHOR); Zhang, Jinling¹ (AUTHOR) ; Soothar, Kamlesh Kumar¹ (AUTHOR)

Source: Scientific Reports. 11/25/2025, Vol. 15 Issue 1, p1-20. 20p.

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Academic Journal

RESOURCE OPTIMIZATION OF INTERNET OF VEHICLES EDGE COMPUTING BASED ON REPUTATION VALUE ALLOCATION.

Authors : Xing, Pengkang¹ ; Liu, Zhongyu¹

Source: International Journal of Mechatronics & Applied Mechanics. 2025, Vol. 1 Issue 22, p40-52. 13p.

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Task Offloading of Parked Vehicles Edge Computing Based on Differential Privacy Hotstuff.

Action-factorized Rainbow deep Q-network with token Transformer for computation offloading in edge computing-enabled Internet of Ships.

Computation Offloading Strategy Based on Multi-Agent Reinforcement Learning in Vehicular Edge Computing Networks.

Task Offloading and Resource Allocation for ICVs in Vehicular Edge Computing Networks Based on Hybrid Hierarchical Deep Reinforcement Learning.

Dynamic task offloading for Internet of Things in mobile edge computing via deep reinforcement learning.

Lightweight deep deterministic policy gradient for edge computing in recirculating aquaculture systems: real-time feeding control with reduced computational requirements.

Maritime Mobile Edge Computing for Sporadic Tasks: A PPO-Based Dynamic Offloading Strategy.

Queue Stability-Constrained Deep Reinforcement Learning Algorithms for Adaptive Transmission Control in Multi-Access Edge Computing Systems.

Deep learning-based caching optimization for VR 360° videos in vehicular edge computing.

RESOURCE OPTIMIZATION OF INTERNET OF VEHICLES EDGE COMPUTING BASED ON REPUTATION VALUE ALLOCATION.

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