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cs.RO2026
NeuroMesh: A Unified Neural Inference Framework for Decentralized Multi-Robot Collaboration
Yang Zhou, Yash Shetye, Long Quang +8
Deploying learned multi-robot models on heterogeneous robots remains challenging due to hardware heterogeneity, communication constraints, and the lack of a unified execution stack…
cs.RO2024
CoPeD-Advancing Multi-Robot Collaborative Perception: A Comprehensive Dataset in Real-World Environments
Yang Zhou, Long Quang, Carlos Nieto-Granda +1
In the past decade, although single-robot perception has made significant advancements, the exploration of multi-robot collaborative perception remains largely unexplored. This inv…
cs.RO2024
Real-World Deployment of a Hierarchical Uncertainty-Aware Collaborative Multiagent Planning System
Martina Stadler Kurtz, Samuel Prentice, Yasmin Veys +5
We would like to enable a collaborative multiagent team to navigate at long length scales and under uncertainty in real-world environments. In practice, planning complexity scales…