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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Wenchi Cheng

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Open access Aug 2026

Unified Analytical Framework for Emergency RIS-UAV Networks Under Practical Impairments

This framework unifies the information-theoretic model (ITM) and the engineering baseline model (EBM) as the optimistic and pessimistic benchmark receiver treatments, while incorporating the simplified engineering model (SEM) as a tractable approximation.

Yinong Chen, Wen-Chi Cheng, Jing-Qing Wang et al. · 0 citations
Open access Aug 2026

ML-Based Hierarchical Prediction for Practical Energy Scheduling in Dynamic NTN-WPT Systems

A multi-agent deep learning model is introduced that integrates a self-attention mechanism with multi-agent proximal policy optimization (MAPPO) that provides a robust and efficient solution for WPT in NTNs, particularly for mission-critical scenarios.

Zhanyu Ju, Wenchi Cheng · 0 citations

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