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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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Priyadarshi Ashok Dahat

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Open access Aug 2026

Federated and Communication-Efficient Decentralized Meta-Reinforcement Learning for Dynamic Spectrum Access in Cognitive Radio–Enabled 5G IoT Networks

Simulations across various 5G IoT spectrum environments showed that F-DMRL performed faster adaptation, higher spectral efficiency, and lower interference probability compared to centralized meta-RL, federated DRL, and traditional decentralized RL baselines.

Jayesh Kumar Dabi, Priyadarshi Ashok Dahat · 0 citations

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