Blind bipedal stair traversal via sim-to-real reinforcement learning

J Siekmann, K Green, J Warila, A Fern… - arXiv preprint arXiv …, 2021 - arxiv.org
Accurate and precise terrain estimation is a difficult problem for robot locomotion in real-
world environments. Thus, it is useful to have systems that do not depend on accurate …

Biarticular muscles in light of template models, experiments and robotics: a review

C Schumacher, M Sharbafi… - Journal of the Royal …, 2020 - royalsocietypublishing.org
Leg morphology is an important outcome of evolution. A remarkable morphological leg
feature is the existence of biarticular muscles that span adjacent joints. Diverse studies from …

Stance and swing detection based on the angular velocity of lower limb segments during walking

M Grimmer, K Schmidt, JE Duarte, L Neuner… - Frontiers in …, 2019 - frontiersin.org
Lower limb exoskeletons require the correct support magnitude and timing to achieve user
assistance. This study evaluated whether the sign of the angular velocity of lower limb …

Terrain-blind humanoid walking based on a 3-D actuated dual-SLIP model

Y Liu, PM Wensing, JP Schmiedeler… - IEEE Robotics and …, 2016 - ieeexplore.ieee.org
While a number of controllers exist for dynamic humanoid walking over known uneven
terrain, the ability to negotiate moderate changes in ground height without environment …

Calibration of a tibia-based phase variable for control of robotic transtibial prostheses

RR Posh, JA Tittle, JP Schmiedeler… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Phase variable control based on global tibia kinematics holds promise for predicting gait
cycle progression to continuously control robotic transtibial prostheses. Calibration of the …

How locomotion sub-functions can control walking at different speeds?

MA Sharbafi, A Seyfarth - Journal of biomechanics, 2017 - Elsevier
Inspired from template models explaining biological locomotory systems and Raibert׳ s
pioneering legged robots, locomotion can be realized by basic sub-functions: elastic axial …

Reconstruction of human swing leg motion with passive biarticular muscle models

MA Sharbafi, AMN Rashty, C Rode, A Seyfarth - Human movement science, 2017 - Elsevier
Template models, which are utilized to demonstrate general aspects in human locomotion,
mostly investigate stance leg operation. The goal of this paper is presenting a new …

Energy-optimal relative timing of stance-leg push-off and swing-leg retraction in walking

SJ Hasaneini, JEA Bertram, CJB Macnab - Robotica, 2017 - cambridge.org
Swing-leg retraction in walking is the slowing or reversal of the forward rotation of the swing
leg at the end of the swing phase prior to ground contact. For retraction, a hip torque is often …

Robust Reference-Free Sim-to-Real Reinforcement Learning for Bipedal Locomotion

JA Siekmann - 2023 - ir.library.oregonstate.edu
In recent years, model-free Deep Reinforcement Learning (RL) has become an increasingly
popular alternative to more traditional model-based or optimization-based control methods …

[PDF][PDF] The Development of Hybrid Volitional Control for Robotic Transtibial Prostheses

RR Posh, JP Schmiedeler, PM Wensing - 2024 - curate.nd.edu
In the US alone, over 2 million individuals are estimated to be living with limb loss today, and
185,000 new limb amputations occur each year [5]. With the growing prevalence of obesity …