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We present DeepClaw as a reconfigurable benchmark of robotic hardware and task hierarchy for robot learning. The DeepClaw benchmark aims at a mechatronics perspective of the robot learning problem, which features a minimum design of robot…

机器人学 · 计算机科学 2020-05-07 Fang Wan , Haokun Wang , Xiaobo Liu , Linhan Yang , Chaoyang Song

Enabling home-assistant robots to perceive and manipulate a diverse range of 3D objects based on human language instructions is a pivotal challenge. Prior research has predominantly focused on simplistic and task-oriented instructions,…

机器人学 · 计算机科学 2024-03-14 Ran Xu , Yan Shen , Xiaoqi Li , Ruihai Wu , Hao Dong

Electric automation systems offer convenience and efficiency in controlling electrical circuits and devices. Traditionally, these systems rely on predefined commands for control, limiting flexibility and adaptability. In this paper, we…

机器学习 · 计算机科学 2024-03-05 Lochan Basyal , Bijay Gaudel

Fetching, which includes approaching, grasping, and retrieving, is a critical challenge for robot manipulation tasks. Existing methods primarily focus on table-top scenarios, which do not adequately capture the complexities of environments…

机器人学 · 计算机科学 2024-10-21 Beining Han , Meenal Parakh , Derek Geng , Jack A Defay , Gan Luyang , Jia Deng

Smart metering of domestic water consumption to continuously monitor the usage of different appliances has been shown to have an impact on people's behavior towards water conservation. However, the installation of multiple sensors to…

信号处理 · 电气工程与系统科学 2023-01-10 Pavlos Pavlou , Stelios Vrachimis , Demetrios G. Eliades , Marios M. Polycarpou

The paper is devoted to the elastostatic calibration of industrial robots, which is used for precise machining of large-dimensional parts made of composite materials. In this technological process, the interaction between the robot and the…

机器人学 · 计算机科学 2012-11-28 Alexandr Klimchik , Anatol Pashkevich , Yier Wu , Stéphane Caro , Benoît Furet

This research aims to find where visually impaired users find appliances hard to use and suggest guideline to solve this issue. 181 visually impaired users have been surveyed, and 12 visually impaired users have been selected based on…

人机交互 · 计算机科学 2024-07-10 Hyunjin An , Hyundoug Kim , Seungwoo Hong , Youngsun Shin

Automating complex tasks using robotic systems requires skills for planning, control and execution. This paper proposes a complete robotic system for maintenance automation, which can automate disassembly and assembly operations under…

机器人学 · 计算机科学 2025-08-27 Christian Friedrich , Ralf Gulde , Armin Lechler , Alexander Verl

Benchmarking has long served as a foundational practice in machine learning and, increasingly, in modern AI systems such as large language models, where shared tasks, metrics, and leaderboards offer a common basis for measuring progress and…

人工智能 · 计算机科学 2026-02-16 Philip Waggoner

Chemistry laboratory automation aims to increase throughput, reproducibility, and safety, yet many existing systems still depend on frequent human intervention. Advances in robotics have reduced this dependency, but without a structured…

Human manipulation skills represent a pinnacle of their voluntary motor functions, requiring the coordination of many degrees of freedom and processing of high-dimensional sensor input to achieve remarkable dexterity. Thus, we set out to…

机器人学 · 计算机科学 2026-05-19 Alexander Fabisch , Wadhah Zai El Amri , Chandandeep Singh , Nicolás Navarro-Guerrero

Future service robots working in human environments, such as kitchens, will face situations where they need to improvise. The usual tool for a given task might not be available and the robot will have to use some substitute tool. The robot…

机器人学 · 计算机科学 2017-10-16 Paulo Abelha , Frank Guerin

Remote manipulation is emerging as one of the key robotics tasks needed in extreme environments. Several researchers have investigated how to add AI components into shared controllers to improve their reliability. Nonetheless, the impact of…

机器人学 · 计算机科学 2019-06-21 Claudio Zito , Maxime Adjigble , Brice D. Denoun , Lorenzo Jamone , Miles Hansard , Rustam Stolkin

The problem of identifying end-use electrical appliances from their individual consumption profiles, known as the appliance identification problem, is a primary stage in both Non-Intrusive Load Monitoring (NILM) and automated plug-wise…

机器学习 · 计算机科学 2018-02-21 Karim Said Barsim , Lukas Mauch , Bin Yang

Large-scale electrification is vital to addressing the climate crisis, but several scientific and technological challenges remain to fully electrify both the chemical industry and transportation. In both of these areas, new electrochemical…

Recent advances in large-scale video world models have enabled increasingly realistic future prediction, raising the prospect of using generated videos as scalable supervision for robot learning. However, for embodied manipulation,…

机器人学 · 计算机科学 2026-05-15 Feng Jiang , Yang Chen , Kyle Xu , Yuchen Liu , Haifeng Wang , Zhenhao Shen , Jasper Lu , Shengze Huang , Yuanfei Wang , Chen Xie , Ruihai Wu

Automating warehouse operations can reduce logistics overhead costs, ultimately driving down the final price for consumers, increasing the speed of delivery, and enhancing the resiliency to workforce fluctuations. The past few years have…

机器人学 · 计算机科学 2023-06-28 Shuai Li , Azarakhsh Keipour , Kevin Jamieson , Nicolas Hudson , Charles Swan , Kostas Bekris

In the rapidly evolving landscape of manufacturing and material forming, innovative strategies are imperative for maintaining a competitive edge. Augmented Reality (AR) has emerged as a groundbreaking technology, offering new dimensions in…

人机交互 · 计算机科学 2025-03-21 Mina Ghobrial , Philippe Seitier , Pierre Lagarrigue , Michel Galaup , Patrick Gilles

Planning motions for two robot arms to move an object collaboratively is a difficult problem, mainly because of the closed-chain constraint, which arises whenever two robot hands simultaneously grasp a single rigid object. In this paper, we…

机器人学 · 计算机科学 2017-05-09 Puttichai Lertkultanon , Quang-Cuong Pham

Bimanual manipulation is challenging due to precise spatial and temporal coordination required between two arms. While there exist several real-world bimanual systems, there is a lack of simulated benchmarks with a large task diversity for…

机器人学 · 计算机科学 2024-08-01 Markus Grotz , Mohit Shridhar , Tamim Asfour , Dieter Fox