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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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Vatsal Siotia

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Review Open access 2026

SwarmSAR-FW: Drone-Based Swarm Search and Rescue in Fire and Water Disasters

Fire and water disasters impose critical constraints on search-and-rescue (SAR) operations through rapidly evolving hazards, degraded visibility, and narrow intervention windows. Conventional SAR operations that rely on human operators and single-UAV approaches have limited scalability under such conditions. To address...

Vatsal Siotia, Ruppikha Sree Shankar, Radha Reddy et al. · 0 citations

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