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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

Dan Zeng

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Oct 2026

Delay-energy tradeoff for cooperative ISAC systems: a learning-based multi-objective optimization approach

Simulation results demonstrate that the proposed EMO-STSA-PPO framework achieves faster convergence and better Pareto solution quality than benchmark schemes, and provides a superior energy-delay tradeoff under the same resource constraints.

Yi-Xiao Gu, Meng-Xin Yang, Yi-Chen Liu et al. · 0 citations
2026

An Enhanced Masked Autoencoder Framework for CSI Prediction in Wireless Systems

Accurate channel state information (CSI) prediction is essential for mitigating channel aging and feedback delay in communication systems. This letter proposes an enhanced masked autoencoder (MAE) framework for CSI prediction. Specifically, singular value decomposition (SVD) is first applied to CSI reconstruction and n...

Yi-Fan Zhou, Qing Zhang, Yi-Xiao Gu et al. · 0 citations

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