Bretta Fylstra

College of Engineering

Works (2)

Updated: June 16th, 2023 21:51

2022 article

Inferring Human-Robot Performance Objectives During Locomotion Using Inverse Reinforcement Learning and Inverse Optimal Control

Liu, W., Zhong, J., Wu, R., Fylstra, B. L., Si, J., & Huang, H. H. (2022, January 18). IEEE Robotics and Automation Letters, Vol. 4, pp. 2549–2556.

By: W. Liu  n, J. Zhong *, R. Wu *, B. Fylstra n, J. Si* & H. Huang n 

Contributors: W. Liu n, J. Zhong *, R. Wu *, B. Fylstra n, J. Si* & H. Huang n 

author keywords: Learning from demonstration; reinforcement learning; wearable robotics
topics (OpenAlex): Prosthetics and Rehabilitation Robotics; Muscle activation and electromyography studies; Mechanical Circulatory Support Devices
TL;DR: This study proposes a new inverse approach from observed human-robot walking behavior to infer a human- robot collective performance objective represented in a quadratic form and introduces a new tool to the field of wearable lower limb robots. (via Semantic Scholar)
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UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries, ORCID
Added: February 14, 2022

2022 article

Is there a trade-off between economy and task goal variability in transfemoral amputee gait?

Lee, I.-C., Fylstra, B. L., Liu, M., Lenzi, T., & Huang, H. (2022, March 17). Journal of NeuroEngineering and Rehabilitation, Vol. 3.

By: I. Lee n, B. Fylstra n, M. Liu n , T. Lenzi * & H. Huang n 

Contributors: I. Lee n, B. Fylstra n, M. Liu n , T. Lenzi * & H. Huang n 

author keywords: Mechanical energy; Goal equivalent manifold; Transfemoral amputee; Energy recovery rate; Walking
MeSH headings : Amputees; Artificial Limbs; Gait / physiology; Goals; Humans; Walking / physiology
topics (OpenAlex): Muscle activation and electromyography studies; Prosthetics and Rehabilitation Robotics; Balance, Gait, and Falls Prevention
TL;DR: This study investigated how unilateral transfemoral amputees regulate step and stride variability based on the task to achieve energy economy and found a negative relationship between energy recovery rate and non-goal-equivalent variability. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: April 4, 2022

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