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Human walkers traverse diverse environments and demonstrate different gait locomotion and energy cost on granular terrains compared to solid ground. We present a stiffness-based model predictive control approach of knee exoskeleton…

机器人学 · 计算机科学 2025-02-18 Chunchu Zhu , Xunjie Chen , Jingang Yi

Recent work has shown that exoskeletons controlled through data-driven methods can dynamically adapt assistance to various tasks for healthy young adults. However, applying these methods to populations with neuromotor gait deficits, such as…

机器人学 · 计算机科学 2025-09-25 Fabian C. Weigend , Dabin K. Choe , Santiago Canete , Conor J. Walsh

The integration of imitation and reinforcement learning has enabled remarkable advances in humanoid whole-body control, facilitating diverse human-like behaviors. However, research on environment-dependent motions remains limited. Existing…

机器人学 · 计算机科学 2026-04-24 Yucheng Xin , Jiacheng Bao , Haoran Yang , Wenqiang Que , Dong Wang , Junbo Tan , Xueqian Wang , Bin Zhao , Xuelong Li

The embodied learning of human motor control requires whole-body neuro-actuated musculoskeletal dynamics, while the internal muscle-driven processes underlying movement remain inaccessible to direct measurement. Computational modeling…

机器人学 · 计算机科学 2026-04-01 Yunyue Wei , Chenhui Zuo , Shanning Zhuang , Haixin Gong , Yaming Liu , Yanan Sui

We demonstrate the phenomenon of cumulative inertia in intracellular transport involving multiple motor proteins in human epithelial cells by measuring the empirical survival probability of cargoes on the microtubule and their detachment…

统计力学 · 物理学 2018-10-31 Sergei Fedotov , Nickolay Korabel , Thomas A. Waigh , Daniel Han , Victoria J. Allan

Background: An increased QT/RR slope is hypothesized to be predictive of sudden cardiac death after myocardial infarction. Previous studies have shown that beta-adrenergic stimulation increases QT/RR slope, but the effects of…

组织与器官 · 定量生物学 2009-06-30 Tomofumi Kimotsuki , Noriko Niwa , Martin N. Hicks , Michael Dunne , Stuart M. Cobbe , Mari A. Watanabe

We present a personal mobility device for lower-body impaired users through a light-weighted exoskeleton on wheels. On its core, a novel passive exoskeleton provides postural transition leveraging natural body postures with support to the…

机器人学 · 计算机科学 2022-12-15 Diego Paez-Granados , Hideki Kadone , Modar Hassan , Yang Chen , Kenji Suzuki

We study biological evolution on a random fitness landscape where correlations are introduced through a linear fitness gradient of strength $c$. When selection is strong and mutations rare the dynamics is a directed uphill walk that…

种群与进化 · 定量生物学 2015-04-16 Su-Chan Park , Ivan G. Szendro , Johannes Neidhart , Joachim Krug

Reinforcement learning with verifiable rewards (RLVR) has become a dominant paradigm for improving reasoning in large language models (LLMs), yet the underlying geometry of the resulting parameter trajectories remains underexplored. In this…

机器学习 · 计算机科学 2026-05-21 Zhepei Wei , Xinyu Zhu , Wei-Lin Chen , Chengsong Huang , Jiaxin Huang , Yu Meng

It is shown that two physical phenomena are important for high excitations: (i) the screening of the universal gluon-exchange potential and (ii) the flattening of the confining potential owing to creation of quark loops, and both effects…

高能物理 - 唯象学 · 物理学 2016-05-04 A. M. Badalian , B. L. G. Bakker

For the impulsive ankle push-off (APO) observed in human walking two muscle-tendon-units (MTUs) spanning the ankle joint play an important role: Gastrocnemius (GAS) and Soleus (SOL). GAS and SOL load the Achilles tendon to store elastic…

机器人学 · 计算机科学 2022-05-03 Alexandra Buchmann , Bernadett Kiss , Alexander Badri-Sprowitz , Daniel Renjewski

The strong electron-electron interaction in transition metal dichalcogenides (TMDs) gives rise to phenomena such as strong exciton and trion binding and excitonic condensation, as well as large negative exchange and correlation…

The online adaptation of exoskeleton control based on muscle activity sensing offers a promising approach to personalizing exoskeleton behavior based on the user's biosignals. While electromyography (EMG)-based methods have demonstrated…

机器人学 · 计算机科学 2025-10-01 Charlotte Marquardt , Arne Schulz , Miha Dezman , Gunther Kurz , Thorsten Stein , Tamim Asfour

This paper presents advancements in the functionalities of the Recupera-Reha lower extremity exoskeleton robot. The exoskeleton features a series-parallel hybrid design characterized by multiple kinematic loops resulting in 148 degrees of…

机器人学 · 计算机科学 2024-10-10 Ibrahim Tijjani , Rohit Kumar , Melya Boukheddimi , Mathias Trampler , Shivesh Kumar , Frank Kirchner

Predicting a driver's cognitive state, or more specifically, modeling a driver's reaction time (RT) in response to the appearance of a potential hazard warrants urgent research. In the last two decades, the electric field that is generated…

人机交互 · 计算机科学 2019-05-28 Chun-Hsiang Chuang , Zehong Cao , Po-Tsang Chen , Chih-Sheng Huang , Nikhil R. Pal , Chin-Teng Lin

Excited random walks (ERWs) are a self-interacting non-Markovian random walk in which the future behavior of the walk is influenced by the number of times the walk has previously visited its current site. We study the speed of the walk,…

概率论 · 数学 2018-06-06 Erin Bossen , Brian Kidd , Owen Levin , Jonathon Peterson , Jacob Smith , Kevin Stangl

Learning from Demonstration (LfD) has emerged as a crucial method for robots to acquire new skills. However, when given suboptimal task trajectory demonstrations with shape characteristics reflecting human preferences but subpar dynamic…

机器人学 · 计算机科学 2025-04-21 Chenlin Ming , Zitong Wang , Boxuan Zhang , Zhanxiang Cao , Xiaoming Duan , Jianping He

Dynamic legged locomotion is a challenging topic because of the lack of established control schemes which can handle aerial phases, short stance times, and high-speed leg swings. In this paper, we propose a controller combining whole-body…

机器人学 · 计算机科学 2019-09-17 Donghyun Kim , Jared Di Carlo , Benjamin Katz , Gerardo Bledt , Sangbae Kim

This paper exposes a control architecture enabling rehabilitation of walking impaired patients with the lower-limb exoskeleton Atalante. Atalante's control system is modified to allow the patient to contribute to the walking motion through…

机器人学 · 计算机科学 2023-04-18 Maxime Brunet , Marine Pétriaux , Florent Di Meglio , Nicolas Petit

In this study, we present a feedforward control system designed for active gravity compensation on an upper body exoskeleton. The system utilizes only positional data from internal motor sensors to calculate torque, employing analytical…

机器人学 · 计算机科学 2023-09-12 Muhammad Ayaz Hussain , Ioannis Iossifidis