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Quadruped robots face limitations in long-range navigation efficiency due to their reliance on legs. To ameliorate the limitations, we introduce a Reinforcement Learning-based Active Transporter Riding method (\textit{RL-ATR}), inspired by…

机器人学 · 计算机科学 2026-02-10 Minsung Yoon , Sung-Eui Yoon

This paper presents an interaction control algorithm for a dielectric elastomer membrane actuator. The proposed method permits efficient exploitation of the controllable stiffness of the material, allowing to use the membrane as a…

系统与控制 · 电气工程与系统科学 2021-12-21 Gianluca Rizzello , Francesco Ferrante , David Naso , Stefan Seelecke

This paper proposes the transition-net, a robust transition strategy that expands the versatility of robot locomotion in the real-world setting. To this end, we start by distributing the complexity of different gaits into dedicated…

机器人学 · 计算机科学 2023-06-16 Guilherme Christmann , Ying-Sheng Luo , Jonathan Hans Soeseno , Wei-Chao Chen

Vision-Language-Action (VLA) models have demonstrated remarkable capabilities in robotic manipulation,enabling robots to execute natural language commands through end-to-end learning from visual observations.However, deploying large-scale…

机器人学 · 计算机科学 2025-12-16 Abdullah Yahya Abdullah Omaisan , Ibrahim Sheikh Mohamed

Aerial Cable Towed Systems (ACTS) are composed of several Unmanned Aerial Vehicles (UAVs) connected to a payload by cables. Compared to towing objects from individual aerial vehicles, an ACTS has significant advantages such as heavier…

机器人学 · 计算机科学 2020-01-13 Zhen Li , Julian Erskine , Stéphane Caro , Abdelhamid Chriette

Legged robots constructed from soft materials are commonly claimed to demonstrate safer, more robust environmental interactions than their rigid counterparts. However, this motivating feature of soft robots requires more rigorous…

In assistive robots, compliant actuator is a key component in establishing safe and satisfactory physical human-robot interaction (pHRI). The performance of compliant actuators largely depends on the stiffness of the elastic element.…

机器人学 · 计算机科学 2022-07-26 Yuepeng Qian , Shuaishuai Han , Gabriel Aguirre-Ollinger , Chenglong Fu , Haoyong Yu

Biomimicry has played a pivotal role in robotics. In contrast to rigid robots, bio-inspired robots exhibit an inherent compliance, facilitating versatile movements and operations in constrained spaces. The robot implementation in…

机器人学 · 计算机科学 2024-10-08 Po-Yu Hsieh , June-Hao Hou

This paper presents a novel design for a compact, lightweight 6-axis force/torque sensor intended for use in legged robots. The design promotes easy manufacturing and cost reduction, while introducing innovative calibration methods that…

机器人学 · 计算机科学 2023-09-21 Hyun-Bin Kim , Keun-Ha Choi , Kyung-Soo Kim

For locomotion, is an arm on a legged robot a liability or an asset for locomotion? Biological systems evolved additional limbs beyond legs that facilitates postural control. This work shows how a manipulator can be an asset for legged…

机器人学 · 计算机科学 2024-07-26 Huang Huang , Antonio Loquercio , Ashish Kumar , Neerja Thakkar , Ken Goldberg , Jitendra Malik

CAFEs (Collaborative Agricultural Floating End-effectors) is a new robot design and control approach to automating large-scale agricultural tasks. Based upon a cable driven robot architecture, by sharing the same roller-driven cable set…

机器人学 · 计算机科学 2025-03-20 Hung Hon Cheng , Josie Hughes

This paper presents a novel methodology to model and optimize trajectories of a quadrupedal robot with spinal compliance to improve standing jump performance compared to quadrupeds with a rigid spine. We introduce an elastic model for a…

机器人学 · 计算机科学 2021-09-02 Keran Ye , Konstantinos Karydis

Wheeled-legged robots combine the efficiency of wheeled robots when driving on suitably flat surfaces and versatility of legged robots when stepping over or around obstacles. This paper introduces a planning and control framework to realise…

机器人学 · 计算机科学 2020-03-10 Songyan Xin , Sethu Vijayakumar

Pneumatic actuation benefits soft robotics by facilitating compliance, enabling large volume change, and concentrating actuator weight away from the end-effector. However, portability is compromised when pneumatic actuators are tethered to…

机器人学 · 计算机科学 2024-03-05 Maxwell Ahlquist , Rianna Jitosho , Jiawen Bao , Allison M. Okamura

Reinforcement learning (RL) enables high-frequency, closed-loop control for robotic manipulation, but scaling to long-horizon tasks with sparse or imperfect rewards remains difficult due to inefficient exploration and poor credit…

机器学习 · 计算机科学 2026-04-16 Angelo Moroncelli , Roberto Zanetti , Marco Maccarini , Loris Roveda

Agriculture is currently undergoing a robotics revolution, but robots using wheeled or treads suffer from known disadvantages: they are unable to move over rubble and steep or loose ground, and they trample continuous strips of land thereby…

机器人学 · 计算机科学 2021-12-13 Sandilya Sai Garimella , Shai Revzen

Over the years, the number of exoskeleton devices utilized for upper-limb rehabilitation has increased dramatically, each with its own set of pros and cons. Most exoskeletons are not portable, limiting their utility to daily use for house…

机器人学 · 计算机科学 2022-02-08 Rupal Roy , MM Rashid , Md Manjurul Ahsan , Zahed Siddique

The spine plays a crucial role in the dynamic locomotion of quadrupedal animals, improving the stability, speed, and efficiency of their gait, especially for fast-paced and highly agile movements. Therefore, the spine is also a promising…

机器人学 · 计算机科学 2026-05-11 Nico Bohlinger , Piotr Kicki , Davide Tateo , Krzysztof Walas , Jan Peters

We introduce Green-VLA, a staged Vision-Language-Action (VLA) framework for real-world deployment on the Green humanoid robot while maintaining generalization across diverse embodiments. Green-VLA follows a five stage curriculum: (L0)…

Soft-growing robots (i.e., vine robots) are a promising class of soft robots that allow for navigation and growth in tightly confined environments. However, these robots remain challenging to model and control due to the complex interplay…

机器人学 · 计算机科学 2025-01-31 Lucas Chen , Yitian Gao , Sicheng Wang , Francesco Fuentes , Laura H. Blumenschein , Zachary Kingston
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