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Jan M. Rabaey

4 accepted papers

2026

Velocity Potential Field Modulation for Dense Coordination of Polytopic Swarms and Its Application to Assistive Robotic Furniture

ICRA 2026poster

We explore the use of mobile furniture swarms that are intended to assist users with limited mobility in their daily indoor activities. We focus on the multi-agent coordination problem for a mobile furniture swarm when a dense target pose configuration is required, such as in an apartment setting. I…

Cited by 0SourceScholar
2025

Velocity Potential Field Modulation for Dense Coordination of Polytopic Swarms and Its Application to Assistive Robotic Furniture

RA-L 2025

We explore the use of a mobile furniture swarm that are intended to assist users with limited mobility in their daily indoor activities. We focus on the multi-robot coordination problem when a dense target pose configuration is required, such as in an apartment setting. In those cases, the convergen

Cited by 2SourceScholar
2023

Shared Control of Assistive Robots through User-intent Prediction and Hyperdimensional Recall of Reactive Behavior

ICRA 2023poster

There is increasing interest in shared control for assistive robotics with adaptable levels of supervised autonomy. In this work, we present a user-adaptive multi-layer shared control scheme for control of assistive devices. The system leverages the advantages of brain-inspired hyperdimensional comp…

Cited by 6SourceScholar
2022

On the Role of Hyperdimensional Computing for Behavioral Prioritization in Reactive Robot Navigation Tasks

ICRA 2022poster

Hyperdimensional computing (HDC) is a brain-inspired computing paradigm that operates on pseudo-random hypervectors, an information-rich, hardware-efficient representation that is robust to noise and facilitates learning with limited training data. This work explores how robot navigation tasks can l…

Cited by 13SourceScholar