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Reinforcement learning (RL) holds great promise for enabling autonomous acquisition of complex robotic manipulation skills, but realizing this potential in real-world settings has been challenging. We present a human-in-the-loop…

机器人学 · 计算机科学 2025-03-21 Jianlan Luo , Charles Xu , Jeffrey Wu , Sergey Levine

Haptics in virtual reality is the emerging dimension after audiovisual experiences. Researchers designed several handheld VR controllers to simulate haptic experiences in virtual reality environments. Some of these devices, equipped to…

人机交互 · 计算机科学 2025-03-24 Takeru Hashimoto , Shigeo Yoshida , Takuji Narumi

In surgery, the application of appropriate force levels is critical for the success and safety of a given procedure. While many studies are focused on measuring in situ forces, little attention has been devoted to relating these observed…

机器人学 · 计算机科学 2023-09-22 Arturas Straizys , Michael Burke , Subramanian Ramamoorthy

Handing objects to humans is an essential capability for collaborative robots. Previous research works on human-robot handovers focus on facilitating the performance of the human partner and possibly minimising the physical effort needed to…

In recent decades, the tremendous benefits surgical robots have brought to surgeons and patients have been witnessed. With the dexterous operation and the great precision, surgical robots can offer patients less recovery time and less…

机器人学 · 计算机科学 2022-04-13 Ruiqi Zhu , Dandan Zhang , Benny Lo

We present Glovity, a novel, low-cost wearable teleoperation system that integrates a spatial wrench (force-torque) feedback device with a haptic glove featuring fingertip Hall sensor calibration, enabling feedback-rich dexterous…

机器人学 · 计算机科学 2025-10-13 Yuyang Gao , Haofei Ma , Pai Zheng

Cognitive cooperative assistance in robot-assisted surgery holds the potential to increase quality of care in minimally invasive interventions. Automation of surgical tasks promises to reduce the mental exertion and fatigue of surgeons. In…

Pseudo-haptics techniques are interesting alternatives for generating haptic perceptions, which entails the manipulation of haptic perception through the appropriate alteration of primarily visual feedback in response to body movements.…

人机交互 · 计算机科学 2023-11-28 Yutaro Hirao , Takuji Narumi , Ferran Argelaguet , Anatole Lecuyer

Robotic minimally invasive interventions typically require using more than two instruments. We thus developed a foot pedal interface which allows the user to control a robotic arm (simultaneously to working with the hands) with four degrees…

机器人学 · 计算机科学 2019-07-09 Yanpei Huang , Etienne Burdet , Lin Cao , Phuoc Thien Phan , Anthony Meng Huat Tiong , Pai Zheng , Soo Jay Phee

BACKGROUND: Learning to perform new movements is usually achieved by following visual demonstrations. Haptic guidance by a force feedback device is a recent and original technology which provides additional proprioceptive cues during…

医学物理 · 物理学 2008-12-18 Jérémy Bluteau , Sabine Coquillart , Yohan Payan , Edouard Gentaz

Building assistive interfaces for controlling robots through arbitrary, high-dimensional, noisy inputs (e.g., webcam images of eye gaze) can be challenging, especially when it involves inferring the user's desired action in the absence of a…

机器人学 · 计算机科学 2022-02-08 Sean Chen , Jensen Gao , Siddharth Reddy , Glen Berseth , Anca D. Dragan , Sergey Levine

We present a framework for gesture customization requiring minimal examples from users, all without degrading the performance of existing gesture sets. To achieve this, we first deployed a large-scale study (N=500+) to collect data and…

Introduction: Safety criteria in surgical VR training are typically hard-coded and informally summarized. The Virtual Reality (VR) content creation interface, TIPS-author, for the Toolkit for Illustration of Procedures in Surgery (TIPS)…

数值分析 · 数学 2021-11-05 Ruiliang Gao , Sergei Kurenov , Erik W. Black , Jorg Peters

Purpose: Robotic assistance in otologic surgery can reduce the task load of operating surgeons during the removal of bone around the critical structures in the lateral skull base. However, safe deployment into the anatomical passageways…

Haptic feedback is an important component of creating an immersive mixed reality experience. Traditionally, haptic forces are rendered in response to the user's interactions with the virtual environment. In this work, we explore the idea of…

机器人学 · 计算机科学 2023-03-01 Niall L. Williams , Nicholas Rewkowski , Jiasheng Li , Ming C. Lin

Learning to solve precision-based manipulation tasks from visual feedback using Reinforcement Learning (RL) could drastically reduce the engineering efforts required by traditional robot systems. However, performing fine-grained motor…

机器人学 · 计算机科学 2022-01-21 Rishabh Jangir , Nicklas Hansen , Sambaran Ghosal , Mohit Jain , Xiaolong Wang

Robotic haptic devices combined with virtual reality offer novel opportunities to train fine force generation, an essential yet overlooked component of post-stroke rehabilitation. This study proposes that manipulating the rendered dynamics…

Surgeon hand tremor limits human capability during microsurgical procedures such as those that treat the eye. In contrast, elimination of hand tremor through the introduction of microsurgical robots diminishes the surgeon's tactile…

机器人学 · 计算机科学 2019-01-11 Ali Ebrahimi , Changyan He , Niravkumar Patel , Marin Kobilarov , Peter Gehlbach , Iulian Iordachita

Reinforcement learning has shown great potential in solving complex tasks when large amounts of data can be generated with little effort. In robotics, one approach to generate training data builds on simulations based on dynamics models…

机器人学 · 计算机科学 2023-03-10 Simon Guist , Jan Schneider , Alexander Dittrich , Vincent Berenz , Bernhard Schölkopf , Dieter Büchler

This paper presents an Impedance Primitive-augmented hierarchical reinforcement learning framework for efficient robotic manipulation in sequential contact tasks. We leverage this hierarchical structure to sequentially execute behavior…

机器人学 · 计算机科学 2025-08-28 Amin Berjaoui Tahmaz , Ravi Prakash , Jens Kober