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As humanoid robots transition from labs to real-world environments, it is essential to democratize robot control for non-expert users. Recent human-robot imitation algorithms focus on following a reference human motion with high precision,…

机器人学 · 计算机科学 2024-10-17 Esteve Valls Mascaro , Dongheui Lee

Occlusions caused by a robot's own body is a common problem for closed-loop control methods employed in eye-to-hand camera setups. We propose an optimization-based reactive controller that minimizes self-occlusions while achieving a desired…

机器人学 · 计算机科学 2022-09-07 Kerry He , Rhys Newbury , Tin Tran , Jesse Haviland , Ben Burgess-Limerick , Dana Kulić , Peter Corke , Akansel Cosgun

This work developed collaborative bimanual manipulation for reliable and safe human-robot collaboration, which allows remote and local human operators to work interactively for bimanual tasks. We proposed an optimal motion adaptation to…

机器人学 · 计算机科学 2023-07-19 Ruoshi Wen , Quentin Rouxel , Michael Mistry , Zhibin Li , Carlo Tiseo

Robotic teleoperation is a key technology for a wide variety of applications. It allows sending robots instead of humans in remote, possibly dangerous locations while still using the human brain with its enormous knowledge and creativity,…

机器人学 · 计算机科学 2021-09-29 Christian Lenz , Sven Behnke

Retargeting human motion to heterogeneous robots is a fundamental challenge in robotics, primarily due to the severe kinematic and dynamic discrepancies between varying embodiments. Existing solutions typically resort to training…

机器人学 · 计算机科学 2026-05-27 Haoyu Zhang , Shibo Jin , Lusong Li , Jun Li , Liang Lin , Xiaodong He , Zecui Zeng

Robots are moving towards applications in less structured environments, but their model-based controllers are challenged by the tasks' complexity and intrinsic environmental unpredictability. Studying biological motor control can provide…

机器人学 · 计算机科学 2022-03-04 Carlo Tiseo , Sydney Rebecca Charitos , Michael Mistry

Humanoid robots can support human workers in physically demanding environments by performing tasks that require whole-body coordination, such as lifting and transporting heavy objects.These tasks, which we refer to as Dynamic Mobile…

机器人学 · 计算机科学 2025-05-27 Amartya Purushottam , Jack Yan , Christopher Yu , Joao Ramos

This paper presents a novel framework that enables real-world humanoid robots to maintain stability while performing human-like motion. Current methods train a policy which allows humanoid robots to follow human body using the massive…

机器人学 · 计算机科学 2025-05-27 Haoyu Zhao , Sixu Lin , Qingwei Ben , Minyue Dai , Hao Fei , Jingbo Wang , Hua Zou , Junting Dong

In this paper, we present a multimodal mobile teleoperation system that consists of a novel vision-based hand pose regression network (Transteleop) and an IMU-based arm tracking method. Transteleop observes the human hand through a low-cost…

机器人学 · 计算机科学 2020-03-12 Shuang Li , Jiaxi Jiang , Philipp Ruppel , Hongzhuo Liang , Xiaojian Ma , Norman Hendrich , Fuchun Sun , Jianwei Zhang

Humanoid robots have the potential capability to perform a diverse range of manipulation tasks, but this is based on a robust and precise standing controller. Existing methods are either ill-suited to precisely control high-dimensional…

机器人学 · 计算机科学 2025-08-04 Zhenghan Chen , Haocheng Xu , Haodong Zhang , Liang Zhang , He Li , Dongqi Wang , Jiyu Yu , Yifei Yang , Zhongxiang Zhou , Rong Xiong

Precision is a crucial performance indicator for robot arms, as high precision manipulation allows for a wider range of applications. Traditional methods for improving robot arm precision rely on error compensation. However, these methods…

机器人学 · 计算机科学 2023-02-28 Qu Weiming , Liu Tianlin , Luo Dingsheng

We introduce SoftAct, a framework for teaching soft robot hands to perform human-like manipulation skills by explicitly reasoning about contact forces. Leveraging immersive virtual reality, our system captures rich human demonstrations,…

Semi-autonomous telerobotic systems allow both humans and robots to exploit their strengths, while enabling personalized execution of a task. However, for new soft robots with degrees of freedom dissimilar to those of human operators, it is…

Imitation learning is a powerful paradigm for robot skill acquisition, yet conventional demonstration methods--such as kinesthetic teaching and teleoperation--are cumbersome, hardware-heavy, and disruptive to workflows. Recently, passive…

机器人学 · 计算机科学 2025-09-30 Rohan Walia , Yusheng Wang , Ralf Römer , Masahiro Nishio , Angela P. Schoellig , Jun Ota

With an enormous number of hand images generated over time, unleashing pose knowledge from unlabeled images for supervised hand mesh estimation is an emerging yet challenging topic. To alleviate this issue, semi-supervised and…

计算机视觉与模式识别 · 计算机科学 2023-08-01 Zuyan Liu , Gaojie Lin , Congyi Wang , Min Zheng , Feida Zhu

In robotic bimanual teleoperation, multimodal sensory feedback plays a crucial role, providing operators with a more immersive operating experience, reducing cognitive burden, and improving operating efficiency. In this study, we develop an…

人机交互 · 计算机科学 2025-01-03 Han Xu , Mingqi Chen , Gaofeng Li , Lei Wei , Shichi Peng , Haoliang Xu , Qiang Li

Humanoids operating in real-world workspaces must frequently execute task-driven, short-range movements to SE(2) target poses. To be practical, these transitions must be fast, robust, and energy efficient. While learning-based locomotion…

机器人学 · 计算机科学 2026-04-23 Pranay Dugar , Mohitvishnu S. Gadde , Jonah Siekmann , Yesh Godse , Aayam Shrestha , Alan Fern

Humanoid robots hold great promise for operating in human-centric environments, yet achieving robust whole-body coordination across the head, hands, and legs remains a major challenge. We present a system that combines a modular…

机器人学 · 计算机科学 2026-01-01 Haozhi Qi , Yen-Jen Wang , Toru Lin , Brent Yi , Yi Ma , Koushil Sreenath , Jitendra Malik

Safe and trustworthy Human Robot Interaction (HRI) requires robots not only to complete tasks but also to regulate impedance and speed according to scene context and human proximity. We present SafeHumanoid, an egocentric vision pipeline…

We present a simple yet effective method for skeleton-free motion retargeting. Previous methods transfer motion between high-resolution meshes, failing to preserve the inherent local-part motions in the mesh. Addressing this issue, our…

计算机视觉与模式识别 · 计算机科学 2023-03-21 Haoyu Wang , Shaoli Huang , Fang Zhao , Chun Yuan , Ying Shan