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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

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Chao Duan

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#reinforcement learning Conference Sep 2026

Dynamic resource allocation and energy efficiency optimization for a UAV-assisted ISAC system based on deep reinforcement learning

Simulations show the SAC-based approach outperforms benchmarks in task completion rate, energy consumption, and convergence, and validate the maximum entropy mechanism's effectiveness in enhancing exploration and generalization in UAV-assisted ISAC environments.

Chao Duan, Pan-Pan Yin, Shu-Yue Zhang · 0 citations

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