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Complex robotic systems require whole-body controllers to deal with contact interactions, handle closed kinematic chains, and track task-space control objectives. However, for many applications, safety-critical controllers are important to…

机器人学 · 计算机科学 2023-11-16 Victor Paredes , Ayonga Hereid

We address the problem of adapting robot trajectories to improve safety, comfort, and efficiency in human-robot collaborative tasks. To this end, we propose CoMOTO, a trajectory optimization framework that utilizes stochastic motion…

Human collaboration with robots requires flexible role adaptation, enabling the robot to switch between an active leader and a passive follower. Effective role switching depends on accurately estimating human intentions, which is typically…

机器人学 · 计算机科学 2026-04-01 Fan Shao , Satoshi Endo , Sandra Hirche , Fanny Ficuciello

Recent advances in the areas of human-robot interaction (HRI) and robot autonomy are changing the world. Today robots are used in a variety of applications. People and robots work together in human autonomous teams (HATs) to accomplish…

机器人学 · 计算机科学 2021-10-14 Russell Perkins , Zahra Rezaei Khavas , Paul Robinette

This paper introduces a learning-based low-level controller for quadcopters, which adaptively controls quadcopters with significant variations in mass, size, and actuator capabilities. Our approach leverages a combination of imitation…

机器人学 · 计算机科学 2025-06-10 Dingqi Zhang , Antonio Loquercio , Jerry Tang , Ting-Hao Wang , Jitendra Malik , Mark W. Mueller

Multi-Agent Aerial Load Transport Systems (MAATS) offer greater payload capacity and fault tolerance than single-drone solutions. However, they have an underdetermined tension allocation problem that leads to uneven energy distribution,…

系统与控制 · 电气工程与系统科学 2026-02-05 Lamberto Vazquez-Soqui , Fatima Oliva-Palomo , Diego Mercado-Ravell , Pedro Castillo

Deep reinforcement learning (DRL) has emerged as an innovative solution for controlling legged robots in challenging environments using minimalist architectures. Traditional control methods for legged robots, such as inverse dynamics,…

机器人学 · 计算机科学 2024-12-13 Mincheol Kim , Nahyun Kwon , Jung-Yup Kim

Humanoid robots are promising to learn a diverse set of human-like locomotion behaviors, including standing up, walking, running, and jumping. However, existing methods predominantly require training independent policies for each skill,…

机器人学 · 计算机科学 2026-05-07 Yingnan Zhao , Xinmiao Wang , Dewei Wang , Xinzhe Liu , Dan Lu , Qilong Han , Peng Liu , Chenjia Bai

Multi-robot teams can achieve more dexterous, complex and heavier payload tasks than a single robot, yet effective collaboration is required. Multi-robot collaboration is extremely challenging due to the different kinematic and dynamics…

机器人学 · 计算机科学 2021-02-09 Lei Yan , Theodoros Stouraitis , Sethu Vijayakumar

The growing demand for electric vehicles requires the development of automated car charging methods. At the moment, the process of charging an electric car is completely manual, and that requires physical effort to accomplish the task,…

机器人学 · 计算机科学 2023-11-13 Oussama Alyounes , Miguel Altamirano Cabrera , Dzmitry Tsetserukou

Teleoperation is essential for autonomous robot learning, especially in manipulation tasks that require human demonstrations or corrections. However, most existing systems only offer unilateral robot control and lack the ability to…

机器人学 · 计算机科学 2026-02-19 Zhiyuan Xu , Yinuo Zhao , Kun Wu , Ning Liu , Junjie Ji , Zhengping Che , Chi Harold Liu , Jian Tang

The human-robot interaction (HRI) is a growing area of research. In HRI, complex command (action) classification is still an open problem that usually prevents the real applicability of such a technique. The literature presents some works…

机器人学 · 计算机科学 2025-06-26 Lucas Nogueira Nobrega , Ewerton de Oliveira , Martin Saska , Tiago Nascimento

This paper presents a kinematically constrained planar hybrid cable-driven parallel robot (HCDPR) for warehousing applications as well as other potential applications such as rehabilitation. The proposed HCDPR can harness the strengths and…

机器人学 · 计算机科学 2020-12-29 Ronghuai Qi , Amir Khajepour , William W. Melek

The successful implementation of Physical Human-Robot Interaction in industrial environments depends on ensuring safe collaboration between human operators and robotic devices. This necessitates the adoption of measures that guarantee the…

机器人学 · 计算机科学 2024-09-04 Armin Ghanbarzadeh , Esmaeil Najafi

In industrial applications, complex tasks require human collaboration since the robot doesn't have enough dexterity. However, the robots are still implemented as tools and not as collaborative intelligent systems. To ensure safety in the…

The rise of automation has provided an opportunity to achieve higher efficiency in manufacturing processes, yet it often compromises the flexibility required to promptly respond to evolving market needs and meet the demand for…

Connected autonomous vehicles (CAVs) must simultaneously perform multiple tasks, such as object detection, semantic segmentation, depth estimation, trajectory prediction, motion prediction, and behaviour prediction, to ensure safe and…

机器人学 · 计算机科学 2025-08-07 Jiayuan Wang , Farhad Pourpanah , Q. M. Jonathan Wu , Ning Zhang

In the dynamic construction industry, traditional robotic integration has primarily focused on automating specific tasks, often overlooking the complexity and variability of human aspects in construction workflows. This paper introduces a…

机器人学 · 计算机科学 2024-10-27 Yuning Wu , Jiaying Wei , Jean Oh , Daniel Cardoso Llach

Transferring human motion to a mobile robotic manipulator and ensuring safe physical human-robot interaction are crucial steps towards automating complex manipulation tasks in human-shared environments. In this work, we present a novel…

机器人学 · 计算机科学 2021-10-26 Miguel Arduengo , Ana Arduengo , Adrià Colomé , Joan Lobo-Prat , Carme Torras

Ensuring safe and effective collaboration between humans and autonomous legged robots is a fundamental challenge in shared autonomy, particularly for teleoperated systems navigating cluttered environments. Conventional shared-control…

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