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Agentic AI for Robot Teams

IEEE Spectrum AI Johns Hopkins Applied Physics Laboratory May 18, 2026
Agentic AI for Robot Teams
AI Summary— plain English for professionals

# Robots Are Getting Smarter at Working Together, Thanks to AI Researchers at Johns Hopkins are teaching teams of different robots to coordinate and make decisions on their own using advanced AI language models—the same technology behind ChatGPT. Instead of following pre-programmed instructions, these robots can now adapt to new situations and work together more flexibly, which could eventually make them useful for everything from search-and-rescue missions to manufacturing. The team has already tested their system with real robots and shared what worked, what didn't, and where the technology needs to improve.

This presentation highlights recent efforts at the Johns Hopkins Applied Physics Laboratory to advance agentic AI for collaborative robotic teams. It begins by framing the core challenges of enabling autonomy, coordination, and adaptability across heterogeneous systems, then introduces a scalable ar

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