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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jian-Hang Tang

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#edge computing Open access Aug 2026

Collaborative resource allocation in UAV-assisted MEC networks: A heterogeneous MAPPO scheme

This paper proposes a heterogeneous multi-agent proximal policy optimization (MAPPO)-based framework where both user devices and UAVs act as heterogeneous agents and utilizes a centralized training and decentralized execution (CTDE) paradigm to enable collaborative strategies between computing requesters and providers.

Ming Cheng, Canlin Zhu, Jian-Hang Tang et al. · 0 citations
2026

Agentic GenAI-Enabled Resource Allocation for Low-Altitude Embodied Intelligence

Low-altitude embodied intelligence (LAEI) has emerged as a promising solution for operational efficiency and sustainability of the emerging low-altitude economy via perception–reasoning–action loops. The ground base stations with limited service coverages fail to achieve ubiquitous connectivity in widespread environmen...

Dong-Hai Wu, Jiangtian Nie, Yang Zhang et al. · 0 citations

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