Add: Analytically differentiable dynamics for multi-body systems with frictional contact

M Geilinger, D Hahn, J Zehnder, M Bächer… - ACM Transactions on …, 2020 - dl.acm.org
We present a differentiable dynamics solver that is able to handle frictional contact for rigid
and deformable objects within a unified framework. Through a principled mollification of …

Learning robust autonomous navigation and locomotion for wheeled-legged robots

J Lee, M Bjelonic, A Reske, L Wellhausen, T Miki… - Science Robotics, 2024 - science.org
Autonomous wheeled-legged robots have the potential to transform logistics systems,
improving operational efficiency and adaptability in urban environments. Navigating urban …

Offline motion libraries and online MPC for advanced mobility skills

M Bjelonic, R Grandia, M Geilinger… - … Journal of Robotics …, 2022 - journals.sagepub.com
We describe an optimization-based framework to perform complex locomotion skills for
robots with legs and wheels. The generation of complex motions over a long-time horizon …

Keep rollin'—whole-body motion control and planning for wheeled quadrupedal robots

M Bjelonic, CD Bellicoso, Y de Viragh… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
We show dynamic locomotion strategies for wheeled quadrupedal robots that combine the
advantages of both walking and driving. The developed optimization framework tightly …

Rolling in the deep–hybrid locomotion for wheeled-legged robots using online trajectory optimization

M Bjelonic, PK Sankar, CD Bellicoso… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Wheeled-legged robots have the potential for highly agile and versatile locomotion. The
combination of legs and wheels might be a solution for any real-world application requiring …

Whole-body mpc and online gait sequence generation for wheeled-legged robots

M Bjelonic, R Grandia, O Harley… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Our paper proposes a model predictive controller as a single-task formulation that
simultaneously optimizes wheel and torso motions. This online joint velocity and ground …

Real-world embodied AI through a morphologically adaptive quadruped robot

TF Nygaard, CP Martin, J Torresen, K Glette… - Nature Machine …, 2021 - nature.com
Robots are traditionally bound by a fixed morphology during their operational lifetime, which
is limited to adapting only their control strategies. Here we present the first quadrupedal …

A survey of wheeled-legged robots

M Bjelonic, V Klemm, J Lee, M Hutter - Climbing and Walking Robots …, 2022 - Springer
The community in legged robotics focuses on bio-inspired robots, although there are some
human inventions that nature could not recreate. One of the most significant examples is the …

Trajectory optimization for wheeled-legged quadrupedal robots driving in challenging terrain

VS Medeiros, E Jelavic, M Bjelonic… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Wheeled-legged robots are an attractive solution for versatile locomotion in challenging
terrain. They combine the speed and efficiency of wheels with the ability of legs to traverse …

Efficient automatic design of robots

D Matthews, A Spielberg, D Rus… - Proceedings of the …, 2023 - National Acad Sciences
Robots are notoriously difficult to design because of complex interdependencies between
their physical structure, sensory and motor layouts, and behavior. Despite this, almost every …