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David Blanco-Mulero

4 accepted papers

2025

Evaluating the Pre-Dressing Step: Unfolding Medical Garments via Imitation Learning

IROS 2025

Robotic-assisted dressing has the potential to significantly aid both patients as well as healthcare personnel, reducing the workload and improving the efficiency in clinical settings. While substantial progress has been made in robotic dressing assistance, prior works typically assume that garments

Cited by 1SourceScholar
2024

Dynamic Manipulation of Deformable Objects using Imitation Learning with Adaptation to Hardware Constraints

IROS 2024poster

Imitation Learning (IL) is a promising paradigm for learning dynamic manipulation of deformable objects since it does not depend on difficult-to-create accurate simulations of such objects. However, the translation of motions demonstrated by a human to a robot is a challenge for IL, due to differenc…

Cited by 1SourceScholar
2023

Co-imitation: Learning Design and Behaviour by Imitation

AAAI 2023technical

The co-adaptation of robots has been a long-standing research endeavour with the goal of adapting both body and behaviour of a robot for a given task, inspired by the natural evolution of animals. Co-adaptation has the potential to eliminate costly manual hardware engineering as well as improve the…

Cited by 6SourcePDFScholar
2023

QDP: Learning to Sequentially Optimise Quasi-Static and Dynamic Manipulation Primitives for Robotic Cloth Manipulation

IROS 2023poster

Pre-defined manipulation primitives are widely used for cloth manipulation. However, cloth properties such as its stiffness or density can highly impact the performance of these primitives. Although existing solutions have tackled the parameterisation of pick and place locations, the effect of facto…

Cited by 9SourceScholar