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Jooeun Ahn

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Open access Sep 2026

The adaptive role of the knee joint in maintaining the orbital stability during slope walking

Abstract Maintaining gait stability on sloped surfaces is a biomechanically demanding task. Previous studies revealed the effect of slopes on overall gait stability, but the joint-level mechanisms underlying the stability still remain unclear. Given that most active exoskeletons for gait assistance focus on providing a...

Jungho Lee, C. Kim, I. Park et al. · 0 citations
#machine learning Preprint Aug 2026

Lambda-Hold Control: Human-Like Movement Emerges from a Minimal Task Reward in Predictive Musculoskeletal Simulation

The massive overactuation in the human musculoskeletal system makes it challenging to train musculoskeletal models to generate human-like motion via reinforcement learning, primarily because exploration in the resulting high-dimensional and redundant action space is extremely inefficient. To address this problem, we pr...

Jun Hyuk Lee, Chihyeong Lee, Jooeun Ahn · 1 citation

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