A survey of human-in-the-loop for machine learning

X Wu, L Xiao, Y Sun, J Zhang, T Ma, L He - Future Generation Computer …, 2022 - Elsevier
Abstract Machine learning has become the state-of-the-art technique for many tasks
including computer vision, natural language processing, speech processing tasks, etc …

Opportunities and challenges in the development of exoskeletons for locomotor assistance

C Siviy, LM Baker, BT Quinlivan… - Nature Biomedical …, 2023 - nature.com
Exoskeletons can augment the performance of unimpaired users and restore movement in
individuals with gait impairments. Knowledge of how users interact with wearable devices …

Personalizing exoskeleton assistance while walking in the real world

P Slade, MJ Kochenderfer, SL Delp, SH Collins - Nature, 2022 - nature.com
Personalized exoskeleton assistance provides users with the largest improvements in
walking speed and energy economy,–but requires lengthy tests under unnatural laboratory …

Review of control strategies for lower-limb exoskeletons to assist gait

R Baud, AR Manzoori, A Ijspeert, M Bouri - Journal of NeuroEngineering …, 2021 - Springer
Background Many lower-limb exoskeletons have been developed to assist gait, exhibiting a
large range of control methods. The goal of this paper is to review and classify these control …

Individualization of exosuit assistance based on measured muscle dynamics during versatile walking

RW Nuckols, S Lee, K Swaminathan, D Orzel… - Science robotics, 2021 - science.org
Variability in human walking depends on individual physiology, environment, and walking
task. Consequently, in the field of wearable robotics, there is a clear need for customizing …

Textile technology for soft robotic and autonomous garments

V Sanchez, CJ Walsh, RJ Wood - Advanced functional …, 2021 - Wiley Online Library
Textiles have emerged as a promising class of materials for developing wearable robots that
move and feel like everyday clothing. Textiles represent a favorable material platform for …

The exoskeleton expansion: improving walking and running economy

GS Sawicki, ON Beck, I Kang, AJ Young - Journal of neuroengineering and …, 2020 - Springer
Since the early 2000s, researchers have been trying to develop lower-limb exoskeletons
that augment human mobility by reducing the metabolic cost of walking and running versus …

Soft robotic suits: State of the art, core technologies, and open challenges

M Xiloyannis, R Alicea, AM Georgarakis… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Wearable robots are undergoing a disruptive transition, from the rigid machines that
populated the science-fiction world in the early 1980s to lightweight robotic apparel, hardly …

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 …

Human-in-the-loop optimization of hip assistance with a soft exosuit during walking

Y Ding, M Kim, S Kuindersma, CJ Walsh - Science robotics, 2018 - science.org
Wearable robotic devices have been shown to substantially reduce the energy expenditure
of human walking. However, response variance between participants for fixed control …