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Dexterous manipulation through imitation learning has gained significant attention in robotics research. The collection of high-quality expert data holds paramount importance when using imitation learning. The existing approaches for…

机器人学 · 计算机科学 2023-09-27 Dehao Wei , Huazhe Xu

Grasping is an important human activity that has long been studied in robotics, computer vision, and cognitive science. Most existing works study grasping from the perspective of synthesizing hand poses conditioned on 3D or 2D object…

计算机视觉与模式识别 · 计算机科学 2024-06-18 Chaerin Min , Srinath Sridhar

Existing approaches of hand reconstruction predominantly adhere to a multi-stage framework, encompassing detection, left-right classification, and pose estimation. This paradigm induces redundant computation and cumulative errors. In this…

计算机视觉与模式识别 · 计算机科学 2025-03-20 Xingyu Chen , Zhuheng Song , Xiaoke Jiang , Yaoqing Hu , Junzhi Yu , Lei Zhang

We present a screw geometry-based manipulation planning framework for the robotic automation of solution-based synthesis, exemplified through the preparation of gold and magnetite nanoparticles. The synthesis protocols are inherently…

机器人学 · 计算机科学 2026-04-15 Dasharadhan Mahalingam , Michael Gallagher , Nilanjan Chakraborty , Stanislaus S. Wong

To achieve human-like dexterity for anthropomorphic robotic hands, it is essential to understand the biomechanics and control strategies of the human hand, in order to reduce the number of actuators being used without loosing hand…

机器人学 · 计算机科学 2018-09-13 Zhong Zhang , Tao Han , Jia Pan , Zheng Wang

Dexterous intelligence -- the ability to perform complex interactions with multi-fingered hands -- is a pinnacle of human physical intelligence and emergent higher-order cognitive skills. However, contrary to Moravec's paradox, dexterous…

机器人学 · 计算机科学 2025-07-15 Gagan Khandate

Soft robotic manipulators with many degrees of freedom can carry out complex tasks safely around humans. However, manufacturing of soft robotic hands with several degrees of freedom requires a complex multi-step manual process, which…

机器人学 · 计算机科学 2023-10-26 Hanna Matusik , Chao Liu , Daniela Rus

We investigate in-hand rolling manipulation using a multifingered robot hand, where each finger is compliant and equipped with a tactile fingertip providing contact location and wrench information. We derive the equations of motion for…

机器人学 · 计算机科学 2026-03-05 Huan Weng , Yifei Chen , Kevin M. Lynch

We formalize synthesis of shared control protocols with correctness guarantees for temporal logic specifications. More specifically, we introduce a modeling formalism in which both a human and an autonomy protocol can issue commands to a…

机器人学 · 计算机科学 2016-10-28 Nils Jansen , Murat Cubuktepe , Ufuk Topcu

Fixtures for constraining the movement of parts have been extensively investigated in robotics, since they are essential for using robots in automated manufacturing. This paper deals with the design and optimized synthesis of a special type…

计算几何 · 计算机科学 2020-05-19 Tom Tsabar , Efi Fogel , Dan Halperin

Robotic technology can support the creation of new tools that improve the creative process of cinematography. It is crucial to consider the specific requirements and perspectives of industry professionals when designing and developing these…

机器人学 · 计算机科学 2023-04-18 Pragathi Praveena , Bengisu Cagiltay , Michael Gleicher , Bilge Mutlu

This paper proposes a new optimal control synthesis algorithm for multi-robot systems under global temporal logic tasks. Existing planning approaches under global temporal goals rely on graph search techniques applied to a product automaton…

机器人学 · 计算机科学 2018-06-21 Yiannis Kantaros , Michael M. Zavlanos

Hand gesture recognition is becoming a more prevalent mode of human-computer interaction, especially as cameras proliferate across everyday devices. Despite continued progress in this field, gesture customization is often underexplored.…

This paper addresses several critical stages of designing a walking robot, including optimal structural synthesis, introducing a novel 'rational' mechanical structure aimed at enhancing efficiency and simplifying control system, while…

机器人学 · 计算机科学 2025-05-05 Arman Ibrayeva , Batyrkhan Omarov

Deep learning is an established framework for learning hierarchical data representations. While compute power is in abundance, one of the main challenges in applying this framework to robotic grasping has been obtaining the amount of data…

机器人学 · 计算机科学 2017-04-19 Matthew Veres , Medhat Moussa , Graham W. Taylor

Dexterous grasping is fundamental to robotics, yet data-driven grasp prediction heavily relies on large, diverse datasets that are costly to generate and typically limited to a narrow set of gripper morphologies. Analytical grasp synthesis…

机器人学 · 计算机科学 2026-02-18 René Zurbrügg , Andrei Cramariuc , Marco Hutter

In this paper we propose an easy algorithm for real time hand finger counting involving one or more than one hand. Hand finger counting is a simple medium for Human-Computer Interface which can prove to be a convenient input method for…

人机交互 · 计算机科学 2014-04-11 Sumit Kumar Dey , Shubham Anand

This paper presents a hierarchical framework for planning and control of in-hand manipulation of a rigid object involving grasp changes using fully-actuated multifingered robotic hands. While the framework can be applied to the general…

机器人学 · 计算机科学 2022-09-22 Rana Soltani Zarrin , Katsu Yamane , Rianna Jitosho

Synthesizing 3D whole bodies that realistically grasp objects is useful for animation, mixed reality, and robotics. This is challenging, because the hands and body need to look natural w.r.t. each other, the grasped object, as well as the…

计算机视觉与模式识别 · 计算机科学 2025-02-18 Georgios Paschalidis , Romana Wilschut , Dimitrije Antić , Omid Taheri , Dimitrios Tzionas

Functional grasping with dexterous robotic hands is a key capability for enabling tool use and complex manipulation, yet progress has been constrained by two persistent bottlenecks: the scarcity of large-scale datasets and the absence of…

机器人学 · 计算机科学 2026-01-09 Xingyi He , Adhitya Polavaram , Yunhao Cao , Om Deshmukh , Tianrui Wang , Xiaowei Zhou , Kuan Fang