most citedLearning-based decentralized control with collision avoidance for multi-agent systems

1 citations · 1 across the 8 of their papers we have counts for

collaborators

8 papers

cs.RO2026

Multi-Robot Bearing-based Pose Estimation via Angle Rigidity

J. Francisco Presenza, Leonardo J. Colombo, Ignacio Mas +1

This letter proposes a novel distributed pose estimator for multi-robot systems evolving on . The robots' positions are estimated in using angles com…

eess.SY2026

Angle-based Localization and Rigidity Maintenance Control for Multi-Robot Networks

J. Francisco Presenza, Leonardo J. Colombo, Juan I. Giribet +1

In this work, we study angle-based localization and rigidity maintenance control for multi-robot networks. First, we establish the relationship between angle rigidity and bearing r…

eess.SY2026

Virtual Constraint for a Quadrotor UAV Enforcing a Body-Axis Pointing Direction

Alexandre Anahory Simoes, Leonardo Colombo, Juan Giribet +1

We propose a geometric control framework on for quadrotors that enforces pointing-driven missions without completing a full attitude reference. The mission is encoded throu…

eess.SY2026

Observer-Based Estimation and Hydrostatic Inertia Modeling for Cooperative Transport of Variable-Inertia Loads with Quadrotors

Jacob Goodman, Leonardo Colombo, Juan Giribet

We address load-parameter estimation in cooperative aerial transport with time-varying mass and inertia, as in fluid-carrying payloads. Using an intrinsic manifold model of the mul…

eess.SY2026

Aggressiveness-Aware Learning-based Control of Quadrotor UAVs with Safety Guarantees

Leonardo Colombo, Thomas Beckers, Juan Giribet

This paper presents an aggressiveness-aware control framework for quadrotor UAVs that integrates learning-based oracles to mitigate the effects of unknown disturbances. Starting fr…

cs.RO2026

Dual-quaternion learning control for autonomous vehicle trajectory tracking with safety guarantees

Omayra Yago Nieto, Alexandre Anahory Simoes, Juan I. Giribet +1

We propose a learning-based trajectory tracking controller for autonomous robotic platforms whose motion can be described kinematically on . The controller is formu…

eess.SY2025★ 1 cited

Learning-based decentralized control with collision avoidance for multi-agent systems

Omayra Yago Nieto, Alexandre Anahory Simoes, Juan I. Giribet +1

In this paper, we present a learning-based tracking controller based on Gaussian processes (GP) for collision avoidance of multi-agent systems where the agents evolve in the specia…

math.OC2025

Variational integrators for optimal control of foldable drones

L. Colombo, J. Giribet, D. Martín de Diego

Numerical methods that preserves geometric invariants of the system such as energy, momentum and symplectic form, are called geometric integrators. These include variational integr…