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 …

Biologically inspired jumping robots: A comprehensive review

C Zhang, W Zou, L Ma, Z Wang - Robotics and Autonomous Systems, 2020 - Elsevier
Applying concepts and methods of bionics to endow autonomous robots with elegant and
agile mobility just like natural living beings is gradually becoming a hot research topic in …

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 …

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 robotic locomotion skills by imitating animals

XB Peng, E Coumans, T Zhang, TW Lee, J Tan… - arXiv preprint arXiv …, 2020 - arxiv.org
Reproducing the diverse and agile locomotion skills of animals has been a longstanding
challenge in robotics. While manually-designed controllers have been able to emulate many …

Mini cheetah: A platform for pushing the limits of dynamic quadruped control

B Katz, J Di Carlo, S Kim - 2019 international conference on …, 2019 - ieeexplore.ieee.org
Mini Cheetah is a small and inexpensive, yet powerful and mechanically robust quadruped
robot, intended to enable rapid development of control systems for legged robots. The robot …

Mit cheetah 3: Design and control of a robust, dynamic quadruped robot

G Bledt, MJ Powell, B Katz, J Di Carlo… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
This paper introduces a new robust, dynamic quadruped, the MIT Cheetah 3. Like its
predecessor, the Cheetah 3 exploits tailored mechanical design to enable simple control …

Neural volumetric memory for visual locomotion control

R Yang, G Yang, X Wang - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Legged robots have the potential to expand the reach of autonomy beyond paved roads. In
this work, we consider the difficult problem of locomotion on challenging terrains using a …

Learning to walk via deep reinforcement learning

T Haarnoja, S Ha, A Zhou, J Tan, G Tucker… - arXiv preprint arXiv …, 2018 - arxiv.org
Deep reinforcement learning (deep RL) holds the promise of automating the acquisition of
complex controllers that can map sensory inputs directly to low-level actions. In the domain …

Optimization-based control for dynamic legged robots

PM Wensing, M Posa, Y Hu, A Escande… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In a world designed for legs, quadrupeds, bipeds, and humanoids have the opportunity to
impact emerging robotics applications from logistics, to agriculture, to home assistance. The …