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Self-reflecting about our performance (e.g., how confident we are) before doing a task is essential for decision making, such as selecting the most suitable tool or choosing the best route to drive. While this form of awareness -- thinking…

机器人学 · 计算机科学 2024-03-07 Ajith Anil Meera , Pablo Lanillos

As robots shift from industrial to human-centered spaces, adopting mobile manipulators, which expand workspace capabilities, becomes crucial. In these settings, seamless interaction with humans necessitates compliant control. Two common…

机器人学 · 计算机科学 2024-03-21 Jelmer de Wolde , Luzia Knoedler , Gianluca Garofalo , Javier Alonso-Mora

Using sensors as a means to achieve self-awareness and artificial intelligence for decision-making, may be a way to make complex systems self-adaptive, autonomous and resilient. Investigating the combination of distributed artificial…

机器人学 · 计算机科学 2024-04-10 Oxana Shamilyan , Ievgen Kabin , Zoya Dyka , Peter Langendoerfer

Deformable object manipulation (DOM) for robots has a wide range of applications in various fields such as industrial, service and health care sectors. However, compared to manipulation of rigid objects, DOM poses significant challenges for…

机器人学 · 计算机科学 2023-12-19 Feida Gu , Yanmin Zhou , Zhipeng Wang , Shuo Jiang , Bin He

Eating is an essential activity of daily living (ADL) for staying healthy and living at home independently. Although numerous assistive devices have been introduced, many people with disabilities are still restricted from independent eating…

Force control is essential for medical robots when touching and contacting the patient's body. To increase the stability and efficiency in force control, an Adaption Module could be used to adjust the parameters for different contact…

机器人学 · 计算机科学 2021-09-15 Zhaoxing Deng , Xutian Deng , Miao Li

This paper presents a comprehensive design process for the integration of a robotic arm into a quadcopter, emphasizing the physical modeling, system integration, and controller development. Utilizing SolidWorks for mechanical design and…

机器人学 · 计算机科学 2024-10-22 Animesh Singh , Jason Hillyer , Fariba Ariaei , Hossein Jula

This paper presents the development and preliminary validation of a control interface based on a sequence matching algorithm. An important challenge in the field of assistive technology is for users to control high dimensionality devices…

机器人学 · 计算机科学 2020-10-16 Frédéric Schweitzer , Alexandre Campeau-Lecours

Robotics has shown significant potential in assisting people with disabilities to enhance their independence and involvement in daily activities. Indeed, a societal long-term impact is expected in home-care assistance with the deployment of…

机器人学 · 计算机科学 2025-03-21 Davide Torielli , Liana Bertoni , Luca Muratore , Nikos Tsagarakis

Reinforcement learning (RL) and sim-to-real transfer have advanced rigid-object manipulation. However, policies remain brittle for articulated mechanisms due to contact-rich dynamics that require both stable grasping and simultaneous free…

机器人学 · 计算机科学 2026-03-06 Soofiyan Atar , Daniel Huang , Florian Richter , Michael Yip

Adaptation to external and internal changes is major for robotic systems in uncertain environments. Here we present a novel multisensory active inference torque controller for industrial arms that shows how prediction can be used to resolve…

机器人学 · 计算机科学 2021-12-14 Cristian Meo , Giovanni Franzese , Corrado Pezzato , Max Spahn , Pablo Lanillos

Grasping has long been considered an important and practical task in robotic manipulation. Yet achieving robust and efficient grasps of diverse objects is challenging, since it involves gripper design, perception, control and learning, etc.…

机器人学 · 计算机科学 2023-04-06 Fukang Liu , Fuchun Sun , Bin Fang , Xiang Li , Songyu Sun , Huaping Liu

Industrial robots become increasingly prevalent, resulting in a growing need for intuitive, comforting human-robot collaboration. We present a user-aware robotic system that adapts to operator behavior in real time while non-intrusively…

机器人学 · 计算机科学 2024-09-17 Damian Hostettler , Simon Mayer , Jan Liam Albert , Kay Erik Jenss , Christian Hildebrand

Robots learn as they interact with humans. Consider a human teleoperating an assistive robot arm: as the human guides and corrects the arm's motion, the robot gathers information about the human's desired task. But how does the human know…

机器人学 · 计算机科学 2024-04-16 James F. Mullen , Josh Mosier , Sounak Chakrabarti , Anqi Chen , Tyler White , Dylan P. Losey

In this paper, the problem of making a safe compliant contact between a human and an assistive robot is considered. Users with disabilities have a need to utilize their assistive robots for physical human-robot interaction (PHRI) during…

机器人学 · 计算机科学 2022-02-08 Z. Ding , M. Baghbahari , A. Behal

This paper investigates adaptive control of nonlinear robot manipulators with parametric uncertainty. Motivated by generating closed-loop robot dynamics with enhanced transmission capability of a reference torque and with connection to…

系统与控制 · 电气工程与系统科学 2022-01-06 Hanlei Wang

Dexterous manipulation tasks usually have multiple objectives, and the priorities of these objectives may vary at different phases of a manipulation task. Varying priority makes a robot hardly or even failed to learn an optimal policy with…

机器人学 · 计算机科学 2023-09-15 Lingfeng Tao , Jiucai Zhang , Xiaoli Zhang

Wearable devices like exoskeletons are designed to reduce excessive loads on specific joints of the body. Specifically, single- or two-degrees-of-freedom (DOF) upper-body industrial exoskeletons typically focus on compensating for the…

机器人学 · 计算机科学 2025-04-15 Emir Mobedi , Gokhan Solak , Arash Ajoudani

Robotic assistance in robot arm teleoperation tasks has recently gained a lot of traction in industrial and domestic environment. A wide variety of input devices is used in such setups. Due to the noise in the input signals (e.g., Brain…

机器人学 · 计算机科学 2023-03-21 Mohamed Behery , Minh Trinh , Christian Brecher , Gerhard Lakemeyer

This article investigates the challenge of achieving functional tool-use grasping with high-DoF anthropomorphic hands, with the aim of enabling anthropomorphic hands to perform tasks that require human-like manipulation and tool-use.…

机器人学 · 计算机科学 2023-04-03 Wei Wei , Peng Wang , Sizhe Wang