activity
20162026
most citedReal-time Neural-MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms

222 citations · 371 across the 19 of their papers we have counts for

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Showing 2024Show all

6 papers · 1 filter

cs.RO2024

PHODCOS: Pythagorean Hodograph-based Differentiable Coordinate System

Jon Arrizabalaga, Fausto Vega, Zbyněk ŠÍR +2

This paper presents PHODCOS, an algorithm that assigns a moving coordinate system to a given curve. The parametric functions underlying the coordinate system, i.e., the path functi…

cs.RO2024★ 1 cited

A Universal Formulation for Path-Parametric Planning and Control

Jon Arrizabalaga, Zbyněk ŠÍR, Zachary Manchester +1

We present a unified framework for path-parametric planning and control. This formulation is universal as it standardizes the entire spectrum of path-parametric techniques -- from…

cs.RO2024★ 1 cited

Differentiable Collision-Free Parametric Corridors

Jon Arrizabalaga, Zachary Manchester, Markus Ryll

This paper presents a method to compute differentiable collision-free parametric corridors. In contrast to existing solutions that decompose the obstacle-free space into multiple c…

cs.RO2024

Dual Quaternion Control of UAVs with Cable-suspended Load

Yuxia Yuan, Markus Ryll

Modeling the kinematics and dynamics of robotics systems with suspended loads using dual quaternions has not been explored so far. This paper introduces a new innovative control st…

cs.CV2024★ 1 cited

Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection

Tim Salzmann, Markus Ryll, Alex Bewley +1

Visual relationship detection aims to identify objects and their relationships in images. Prior methods approach this task by adding separate relationship modules or decoders to ex…

cs.RO2024

Geometric Slosh-Free Tracking for Robotic Manipulators

Jon Arrizabalaga, Lukas Pries, Riddhiman Laha +3

This work focuses on the agile transportation of liquids with robotic manipulators. In contrast to existing methods that are either computationally heavy, system/container specific…