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 …

Do robots outperform humans in human-centered domains?

R Riener, L Rabezzana, Y Zimmermann - Frontiers in Robotics and AI, 2023 - frontiersin.org
The incessant progress of robotic technology and rationalization of human manpower
induces high expectations in society, but also resentment and even fear. In this paper, we …

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 …

Model predictive control of legged and humanoid robots: models and algorithms

S Katayama, M Murooka, Y Tazaki - Advanced Robotics, 2023 - Taylor & Francis
Model predictive control (MPC) of legged and humanoid robotic systems has been an active
research topic in the past decade. While MPC for robotic systems has a long history, its …

Advanced skills through multiple adversarial motion priors in reinforcement learning

E Vollenweider, M Bjelonic, V Klemm… - … on Robotics and …, 2023 - ieeexplore.ieee.org
Reinforcement learning (RL) has emerged as a powerful approach for locomotion control of
highly articulated robotic systems. However, one major challenge is the tedious process of …

Q‐Whex: A simple and highly mobile quasi‐wheeled hexapod robot

G Zhang, S Ma, J Liu, X Zeng, L Kong… - Journal of field …, 2023 - Wiley Online Library
This paper presents the design and control of Q‐Whex, an untethered, quasi‐wheeled
hexapod robot. Q‐Whex has only six actuators—one motor located at each hip—achieving …

A multi-locomotion clustered tensegrity mobile robot with fewer actuators

Q Yang, X Liu, P Wang, Y Song, T Sun - Robotics and Autonomous …, 2023 - Elsevier
Mobile robots with multi locomotion modes have excellent terrain adaptability. However,
traditional multi-locomotion mobile robots are usually actuated by a large number of motors …

A unified perspective on multiple shooting in differential dynamic programming

H Li, W Yu, T Zhang… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Differential Dynamic Programming (DDP) is an efficient computational tool for solving
nonlinear optimal control problems. It was originally designed as a single shooting method …

Towards legged locomotion on steep planetary terrain

G Valsecchi, C Weibel, H Kolvenbach… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Scientific exploration of planetary bodies is an activity well-suited for robots. Unfortunately,
the regions that are richer in potential discoveries, such as impact craters, caves, and …

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 …