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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

Fang-Wei Ye

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Conference Aug 2026

Deep Reinforcement Learning-Based Sensing Freshness Optimization in AoI-Constrained Air-Ground Communication Systems

In space-air-ground integrated emergency communication networks (SAGIECNs), unmanned aerial vehicles (UAVs) periodically upload sensing data to ground facilities, but limited battery capacity and wireless spectrum resources make it difficult to ensure both long operational lifetime and timely data transmission. This pa...

Bo-Yu Wu, Fang-Wei Ye, Yi-Ming Huang et al. · 0 citations
Conference Jul 2026

Joint Trajectory and Spectrum Optimization for Anti-Jamming UAV Swarms: A DRL Approach

Reliable link maintenance is currently a critical bottleneck for unmanned aerial vehicle (UAV) swarm communications in complex electromagnetic environments where UAVs encounter both external malicious jamming and internal interference. Most recent studies have treated trajectory design and resource scheduling as decoup...

Miao Liu, Nan Qi, Hua Jiang et al. · 0 citations

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