2 papers
cs.RO2025
MAST: Multi-Agent Spatial Transformer for Learning to Collaborate
Damian Owerko, Frederic Vatnsdal, Saurav Agarwal +2
This article presents a novel multi-agent spatial transformer (MAST) for learning communication policies in large-scale decentralized and collaborative multi-robot systems (DC-MRS)…
eess.SY2024
Constrained Learning for Decentralized Multi-Objective Coverage Control
Juan Cervino, Saurav Agarwal, Vijay Kumar +1
The multi-objective coverage control problem requires a robot swarm to collaboratively provide sensor coverage to multiple heterogeneous importance density fields IDFs simultaneous…