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Author

Vijay Kumar

2 papers indexed here

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#artificial intelligence Preprint Sep 2023

A Scalable Multi-Robot Framework for Decentralized and Asynchronous Perception-Action-Communication Loops

A decentralized Perception-Action-Communication system for multi-robot teams that enables them to collaborate in large scale, outdoor environments and upholds crucial properties for field-deployable robot collectives: scalability, resiliency and repeatability.

Saurav Agarwal, Frederic Vatnsdal, Romina García Camargo et al. · 2 citations
#artificial intelligence Preprint Sep 2026

Controlling Collectives of AI Agents in Reasoning Space with Spatial Transformers

This work proposes COMPASS, a scalable, decentralized multi-robot architecture for controlling large collectives of agentic robots with reasoning space feedback control, and shows that reasoning feedback works best when composed with a compact learned token.

Frederic Vatnsdal, Roshan Gopal, Romina García Camargo et al. · 0 citations

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