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Accurate and high-fidelity demonstration data acquisition is a critical bottleneck for deploying robot Imitation Learning (IL) systems, particularly when dealing with heterogeneous robotic platforms. Existing teleoperation systems often…

机器人学 · 计算机科学 2025-10-17 Xu Chi , Chao Zhang , Yang Su , Lingfeng Dou , Fujia Yang , Jiakuo Zhao , Haoyu Zhou , Xiaoyou Jia , Yong Zhou , Shan An

We present a method for EMG-driven teleoperation of non-anthropomorphic robot hands. EMG sensors are appealing as a wearable, inexpensive, and unobtrusive way to gather information about the teleoperator's hand pose. However, mapping from…

机器人学 · 计算机科学 2019-03-07 Cassie Meeker , Matei Ciocarlie

Attaching a robotic manipulator to a flying base allows for significant improvements in the reachability and versatility of manipulation tasks. In order to explore such systems while taking advantage of human capabilities in terms of…

机器人学 · 计算机科学 2022-03-15 Andre Coelho , Harsimran Singh , Konstantin Kondak , Christian Ott

While teleoperated robots continue to proliferate in domains including search and rescue, field exploration, or the military, human error remains a primary cause for accidents or mistakes. One challenge is that teleoperating a remote robot…

人机交互 · 计算机科学 2020-06-11 Stela H. Seo , James E. Young , Pourang Irani

Envisioned applications for humanoid robots call for the design of balancing and walking controllers. While promising results have been recently achieved, robust and reliable controllers are still a challenge for the control community…

最优化与控制 · 数学 2017-07-18 Gabriele Nava , Francesco Romano , Francesco Nori , Daniele Pucci

This work presents a teleoperated humanoid robot system that can imitate human motions, walk and turn. To capture human motions, a Microsoft Kinect Depth sensor is used. Unlike the cumbersome motion capture suits, the sensor makes the…

机器人学 · 计算机科学 2018-12-04 Aditya Sripada , Harish Asokan , Abhishek Warrier , Arpit Kapoor , Harshit Gaur , Sridhar R

Chopsticks constitute a simple yet versatile tool that humans have used for thousands of years to perform a variety of challenging tasks ranging from food manipulation to surgery. Applying such a simple tool in a diverse repertoire of…

While the search for new solvents in the chemical industry is of uttermost importance with respect to environmental considerations, this domain remains strongly tied to highly manual and visual inspection tasks by human experts. As the…

机器人学 · 计算机科学 2024-07-24 Erwann Landais , Nasser Rezzoug , Vincent Padois

High-precision tiny object alignment remains a common and critical challenge for humanoid robots in real-world. To address this problem, this paper proposes a vision-based framework for precisely estimating and controlling the relative…

计算机视觉与模式识别 · 计算机科学 2026-01-06 Jialong Xue , Wei Gao , Yu Wang , Chao Ji , Dongdong Zhao , Shi Yan , Shiwu Zhang

Contact-rich manipulation has become increasingly important in robot learning. However, previous studies on robot learning datasets have focused on rigid objects and underrepresented the diversity of pressure conditions for real-world…

机器人学 · 计算机科学 2025-11-17 Eunju Kwon , Seungwon Oh , In-Chang Baek , Yucheon Park , Gyungbo Kim , JaeYoung Moon , Yunho Choi , Kyung-Joong Kim

With the research into development of quadruped robots picking up pace, learning based techniques are being explored for developing locomotion controllers for such robots. A key problem is to generate leg trajectories for continuously…

Stable bipedal walking is a key prerequisite for humanoid robots to reach their potential of being versatile helpers in our everyday environments. Bipedal walking is, however, a complex motion that requires the coordination of many degrees…

机器人学 · 计算机科学 2020-11-06 Marcell Missura , Maren Bennewitz , Sven Behnke

Multi-legged elongate robots hold promise for maneuvering through complex environments. Prior work has demonstrated that reliable locomotion can be achieved using open-loop body undulation and foot placement on rugose terrain. However,…

Humanoid robots are machines built with an anthropomorphic shape. Despite decades of research into the subject, it is still challenging to tackle the robot locomotion problem from an algorithmic point of view. For example, these machines…

机器人学 · 计算机科学 2020-04-28 Stefano Dafarra

This paper improves safe motion primitives-based teleoperation of a multirotor by developing a hierarchical collision avoidance method that modulates maximum speed based on environment complexity and perceptual constraints. Safe speed…

机器人学 · 计算机科学 2024-04-18 Kshitij Goel , Yves Georgy Daoud , Nathan Michael , Wennie Tabib

Human motion retargeting for humanoid robots, transferring human motion data to robots for imitation, presents significant challenges but offers considerable potential for real-world applications. Traditionally, this process relies on human…

机器人学 · 计算机科学 2025-06-06 Zihan Xu , Mengxian Hu , Kaiyan Xiao , Qin Fang , Chengju Liu , Qijun Chen

We tackle the problem of developing humanoid loco-manipulation skills with deep imitation learning. The difficulty of collecting task demonstrations and training policies for humanoids with a high degree of freedom presents substantial…

机器人学 · 计算机科学 2023-11-21 Mingyo Seo , Steve Han , Kyutae Sim , Seung Hyeon Bang , Carlos Gonzalez , Luis Sentis , Yuke Zhu

We present a proprioceptive teleoperation system that uses a reflexive grasping algorithm to enhance the speed and robustness of pick-and-place tasks. The system consists of two manipulators that use quasi-direct-drive actuation to provide…

机器人学 · 计算机科学 2022-08-10 Andrew SaLoutos , Elijah Stanger-Jones , Sangbae Kim

In human-robot collaboration, shared control presents an opportunity to teleoperate robotic manipulation to improve the efficiency of manufacturing and assembly processes. Robots are expected to assist in executing the user's intentions. To…

机器人学 · 计算机科学 2024-04-01 Mingyu Cai , Karankumar Patel , Soshi Iba , Songpo Li

When dealing with the haptic teleoperation of multi-limbed mobile manipulators, the problem of mitigating the destabilizing effects arising from the communication link between the haptic device and the remote robot has not been properly…