Mechanism, actuation, perception, and control of highly dynamic multilegged robots: A review

J He, F Gao - Chinese Journal of Mechanical Engineering, 2020 - Springer
Multilegged robots have the potential to serve as assistants for humans, replacing them in
performing dangerous, dull, or unclean tasks. However, they are still far from being …

Aligning cyber space with physical world: A comprehensive survey on embodied ai

Y Liu, W Chen, Y Bai, X Liang, G Li, W Gao… - arXiv preprint arXiv …, 2024 - arxiv.org
Embodied Artificial Intelligence (Embodied AI) is crucial for achieving Artificial General
Intelligence (AGI) and serves as a foundation for various applications that bridge cyberspace …

Extreme parkour with legged robots

X Cheng, K Shi, A Agarwal… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Humans can perform parkour by traversing obstacles in a highly dynamic fashion requiring
precise eye-muscle coordination and movement. Getting robots to do the same task requires …

Legged locomotion in challenging terrains using egocentric vision

A Agarwal, A Kumar, J Malik… - Conference on robot …, 2023 - proceedings.mlr.press
Animals are capable of precise and agile locomotion using vision. Replicating this ability
has been a long-standing goal in robotics. The traditional approach has been to decompose …

Rma: Rapid motor adaptation for legged robots

A Kumar, Z Fu, D Pathak, J Malik - arXiv preprint arXiv:2107.04034, 2021 - arxiv.org
Successful real-world deployment of legged robots would require them to adapt in real-time
to unseen scenarios like changing terrains, changing payloads, wear and tear. This paper …

Learning quadrupedal locomotion over challenging terrain

J Lee, J Hwangbo, L Wellhausen, V Koltun, M Hutter - Science robotics, 2020 - science.org
Legged locomotion can extend the operational domain of robots to some of the most
challenging environments on Earth. However, conventional controllers for legged …

Multi-environment robotic transitions through adaptive morphogenesis

R Baines, SK Patiballa, J Booth, L Ramirez, T Sipple… - Nature, 2022 - nature.com
The current proliferation of mobile robots spans ecological monitoring, warehouse
management and extreme environment exploration, to an individual consumer's home …

Deep whole-body control: learning a unified policy for manipulation and locomotion

Z Fu, X Cheng, D Pathak - Conference on Robot Learning, 2023 - proceedings.mlr.press
An attached arm can significantly increase the applicability of legged robots to several
mobile manipulation tasks that are not possible for the wheeled or tracked counterparts. The …

Perceptive locomotion through nonlinear model-predictive control

R Grandia, F Jenelten, S Yang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Dynamic locomotion in rough terrain requires accurate foot placement, collision avoidance,
and planning of the underactuated dynamics of the system. Reliably optimizing for such …

Learning agile and dynamic motor skills for legged robots

J Hwangbo, J Lee, A Dosovitskiy, D Bellicoso… - Science Robotics, 2019 - science.org
Legged robots pose one of the greatest challenges in robotics. Dynamic and agile
maneuvers of animals cannot be imitated by existing methods that are crafted by humans. A …