A review of current state-of-the-art control methods for lower-limb powered prostheses

R Gehlhar, M Tucker, AJ Young, AD Ames - Annual Reviews in Control, 2023 - Elsevier
Lower-limb prostheses aim to restore ambulatory function for individuals with lower-limb
amputations. While the design of lower-limb prostheses is important, this paper focuses on …

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 …

Dynamic walking: Toward agile and efficient bipedal robots

J Reher, AD Ames - Annual Review of Control, Robotics, and …, 2021 - annualreviews.org
Dynamic walking on bipedal robots has evolved from an idea in science fiction to a practical
reality. This is due to continued progress in three key areas: a mathematical understanding …

[PDF][PDF] Discrete control barrier functions for safety-critical control of discrete systems with application to bipedal robot navigation.

A Agrawal, K Sreenath - Robotics: Science and Systems, 2017 - m.roboticsproceedings.org
In this paper, we extend the concept of control barrier functions, developed initially for
continuous time systems, to the discrete-time domain. We demonstrate safety-critical control …

Feedback control of a cassie bipedal robot: Walking, standing, and riding a segway

Y Gong, R Hartley, X Da, A Hereid… - 2019 American …, 2019 - ieeexplore.ieee.org
The Cassie bipedal robot designed by Agility Robotics is providing academics with a
common platform for sharing and comparing algorithms for locomotion, perception, and …

TAMOLS: Terrain-aware motion optimization for legged systems

F Jenelten, R Grandia, F Farshidian… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Terrain geometry is, in general, nonsmooth, nonlinear, nonconvex, and, if perceived through
a robot-centric visual unit, appears partially occluded and noisy. This article presents the …

Feedback control for cassie with deep reinforcement learning

Z **e, G Berseth, P Clary, J Hurst… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
Bipedal locomotion skills are challenging to develop. Control strategies often use local
linearization of the dynamics in conjunction with reduced-order abstractions to yield …

Coupling vision and proprioception for navigation of legged robots

Z Fu, A Kumar, A Agarwal, H Qi… - Proceedings of the …, 2022 - openaccess.thecvf.com
We exploit the complementary strengths of vision and proprioception to develop a point-goal
navigation system for legged robots, called VP-Nav. Legged systems are capable of …

TALOS: A new humanoid research platform targeted for industrial applications

O Stasse, T Flayols, R Budhiraja… - 2017 IEEE-RAS 17th …, 2017 - ieeexplore.ieee.org
The upcoming generation of humanoid robots will have to be equipped with state-of-the-art
technical features along with high industrial quality, but they should also offer the prospect of …

Robust feedback motion policy design using reinforcement learning on a 3d digit bipedal robot

GA Castillo, B Weng, W Zhang… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
In this paper, a hierarchical and robust framework for learning bipedal locomotion is
presented and successfully implemented on the 3D biped robot Digit built by Agility …