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Related papers: MuxHand: A Cable-driven Dexterous Robotic Hand Usi…

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High-DOF dexterous hands require compact actuation, rich sensing, and reliable thermal behavior, but conventional designs often occupy valuable in-hand space, increase end-effector mass, and suffer from heat accumulation near the hand.…

Robotics · Computer Science 2026-04-21 Zhuoheng Li , Qingquan Lin , Checheng Yu , Qiangyu Chen , Zhiqian Lan , Lutong Zhang , Hongyang Li , Ping Luo

Existing research that addressed cable manipulation relied on two-fingered grippers, which make it difficult to perform similar cable manipulation tasks that humans perform. However, unlike dexterous manipulation of rigid objects, the…

Robotics · Computer Science 2025-02-07 Sun Zhaole , Xiao Gao , Xiaofeng Mao , Jihong Zhu , Aude Billard , Robert B. Fisher

Robotic manipulators for aerospace applications require a delicate balance between lightweight construction and fault-tolerant operation to satisfy strict weight limitations and ensure reliability in remote, hazardous environments. This…

Robotics · Computer Science 2026-04-21 Shoujie Li , Changqing Guo , Jianle Xu , Hong Luo , Xueqian Wang , Wenbo Ding , Bin Liang

The human hand plays a vital role in daily life and industrial applications, yet replicating its multifunctional capabilities-including motion, sensing, and coordinated manipulation with robotic systems remains a formidable challenge.…

Robotics · Computer Science 2025-11-11 Jianbo Yuan , Haohua Zhu , Jing Dai , Sheng Yi

In robotic hand research, minimizing the number of actuators while maintaining human-hand-consistent dimensions and degrees of freedom constitutes a fundamental challenge. Drawing bio-inspiration from human hand kinematic configurations and…

Robotics · Computer Science 2025-12-05 Haoqi Han , Yi Yang , Yifei Yu , Yixuan Zhou , Xiaohan Zhu , Hesheng Wang

Achieving human-level dexterity in robotic hands remains a fundamental challenge for enabling versatile manipulation across diverse applications. This extended abstract presents BiDexHand, a cable-driven biomimetic robotic hand that…

Robotics · Computer Science 2025-10-07 Zhengyang Kris Weng

This paper introduces GEX, an innovative low-cost dexterous manipulation system that combines the GX11 tri-finger anthropomorphic hand (11 DoF) with the EX12 tri-finger exoskeleton glove (12 DoF), forming a closed-loop teleoperation…

Robotics · Computer Science 2025-12-08 Yunlong Dong , Xing Liu , Jun Wan , Zelin Deng

This paper introduces a novel design for a robotic hand based on parallel mechanisms. The proposed hand uses a triple-symmetric Bricard linkage as its reconfigurable palm, enhancing adaptability to objects of varying shapes and sizes.…

Robotics · Computer Science 2026-03-03 Chunxu Tian , Zhichao Huang , Hongzeng Li , Bo Wang , Jinghao Jia , Yirui Sun , Dan Zhang

This paper tackles the challenge of learning multi-goal dexterous hand manipulation tasks using model-based Reinforcement Learning. We propose Goal-Conditioned Probabilistic Model Predictive Control (GC-PMPC) by designing probabilistic…

Robotics · Computer Science 2025-05-01 Yingzhuo Jiang , Wenjun Huang , Rongdun Lin , Chenyang Miao , Tianfu Sun , Yunduan Cui

Dexterous hands enable concurrent prehensile and nonprehensile manipulation, such as holding one object while interacting with another, a capability essential for everyday tasks yet underexplored in robotics. Learning such long-horizon,…

Robotics · Computer Science 2026-03-17 Hao Jiang , Yue Wu , Yue Wang , Gaurav S. Sukhatme , Daniel Seita

Dexterous multi-fingered hands can provide robots with the ability to flexibly perform a wide range of manipulation skills. However, many of the more complex behaviors are also notoriously difficult to control: Performing in-hand object…

Robotics · Computer Science 2019-09-26 Anusha Nagabandi , Kurt Konoglie , Sergey Levine , Vikash Kumar

The rapid increase in the development of humanoid robots and customized manufacturing solutions has brought dexterous manipulation to the forefront of modern robotics. Over the past decade, several expensive dexterous hands have come to…

In this paper, we present a planner for manipulating tethered tools using dual-armed robots. The planner generates robot motion sequences to maneuver a tool and its cable while avoiding robot-cable entanglements. Firstly, the planner…

Robotics · Computer Science 2019-09-25 Daniel Sanchez , Weiwei Wan , Kensuke Harada

Dexterous robotic manipulation in unstructured environments can aid in everyday tasks such as cleaning and caretaking. Anthropomorphic robotic hands are highly dexterous and theoretically well-suited for working in human domains, but their…

Robotics · Computer Science 2023-12-27 Zilin Si , Kevin Zhang , Oliver Kroemer , F. Zeynep Temel

Robotic systems with many degrees of freedom (DoF) are constrained by the demands of dedicating a motor to each joint, and while mechanical multiplexing reduces actuator count, existing clutch designs are bulky, force-limited, or restricted…

Robotics · Computer Science 2026-05-01 Timothy E. Amish , Jeffrey T. Auletta , Chad C. Kessens , Joshua R. Smith , Jeffrey I. Lipton

In contact-rich tasks, like dexterous manipulation, the hybrid nature of making and breaking contact creates challenges for model representation and control. For example, choosing and sequencing contact locations for in-hand manipulation,…

Robotics · Computer Science 2024-02-29 Wanxin Jin , Michael Posa

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…

Robotics · Computer Science 2018-09-13 Zhong Zhang , Tao Han , Jia Pan , Zheng Wang

Humanoid robots toward human-level dexterity require robotic hands capable of simultaneously providing high grasping force, rapid actuation speeds, multiple degrees of freedom, and lightweight structures within human-like size constraints.…

Robotics · Computer Science 2026-01-01 Sungjae Min , Hyungjoo Kim , David Hyunchul Shim

Dexterous multi-fingered robotic hands can perform a wide range of manipulation skills, making them an appealing component for general-purpose robotic manipulators. However, such hands pose a major challenge for autonomous control, due to…

Artificial Intelligence · Computer Science 2018-10-16 Henry Zhu , Abhishek Gupta , Aravind Rajeswaran , Sergey Levine , Vikash Kumar

Dexterous manipulation is limited by both control and design, without consensus as to what makes manipulators best for performing dexterous tasks. This raises a fundamental challenge: how should we design and control robot manipulators that…

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