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Mobile manipulators are envisioned to serve more complex roles in people's everyday lives. With recent breakthroughs in large language models, task planners have become better at translating human verbal instructions into a sequence of…

机器人学 · 计算机科学 2026-03-12 Xintong Du , Siqi Zhou , Angela P. Schoellig

We present a new framework for prioritized multi-task motion-force control of fully-actuated robots. This work is established on a careful review and comparison of the state of the art. Some control frameworks are not optimal, that is they…

机器人学 · 计算机科学 2014-10-16 Andrea Del Prete , Francesco Nori , Giorgio Metta , Lorenzo Natale

When a robotic system is redundant with respect to a given task, the remaining degrees of freedom can be used to satisfy additional objectives. With current robotic systems having more and more degrees of freedom, this can lead to an entire…

机器人学 · 计算机科学 2024-03-14 Gianluca Garofalo

This paper focuses on the design of hierarchical control architectures for autonomous systems with energy constraints. We focus on systems where energy storage limitations and slow recharge rates drastically affect the way the autonomous…

系统与控制 · 电气工程与系统科学 2024-09-17 Charlott Vallon , Mark Pustilnik , Alessandro Pinto , Francesco Borrelli

Motion generation in cluttered, dense, and dynamic environments is a central topic in robotics, rendered as a multi-objective decision-making problem. Current approaches trade-off between safety and performance. On the one hand, reactive…

机器人学 · 计算机科学 2024-07-30 Kay Hansel , Julen Urain , Jan Peters , Georgia Chalvatzaki

Set-Based Multi-Task Priority is a recent framework to handle inverse kinematics for redundant structures. Both equality tasks, i.e., control objectives to be driven to a desired value, and set-bases tasks, i.e., control objectives to be…

机器人学 · 计算机科学 2020-07-08 Paolo Di Lillo , Stefano Chiaverini , Gianluca Antonelli

The authors present an overview of a hierarchical framework for coordinating task- and motion-level operations in multirobot systems. Their framework is based on the idea of using simple temporal networks to simultaneously reason about…

人工智能 · 计算机科学 2018-04-03 Hang Ma , Wolfgang Hönig , Liron Cohen , Tansel Uras , Hong Xu , T. K. Satish Kumar , Nora Ayanian , Sven Koenig

Despite recent remarkable achievements in quadruped control, it remains challenging to ensure robust and compliant locomotion in the presence of unforeseen external disturbances. Existing methods prioritize locomotion robustness over…

机器人学 · 计算机科学 2025-07-04 Xiang Zhou , Xinyu Zhang , Qingrui Zhang

Shared-autonomy imitation learning lets a human correct a robot in real time, mitigating covariate-shift errors. Yet existing approaches ignore two critical factors: (i) the operator's cognitive load and (ii) the risk created by delayed or…

机器人学 · 计算机科学 2025-06-18 Taewoo Kim , Donghyung Kim , Minsu Jang , Jaehong Kim

This paper presents a new technique to control highly redundant mechanical systems, such as humanoid robots. We take inspiration from two approaches. Prioritized control is a widespread multi-task technique in robotics and animation: tasks…

机器人学 · 计算机科学 2014-10-17 Andrea Del Prete , Francesco Romano , Lorenzo Natale , Giorgio Metta , Giulio Sandini , Francesco Nori

This paper investigates the task coordination of multi-robot where each robot has a private individual temporal logic task specification; and also has to jointly satisfy a globally given collaborative temporal logic task specification. To…

机器人学 · 计算机科学 2021-08-30 Ruofei Bai , Ronghao Zheng , Meiqin Liu , Senlin Zhang

Executing multiple tasks concurrently is important in many robotic applications. Moreover, the prioritization of tasks is essential in applications where safety-critical tasks need to precede application-related objectives, in order to…

机器人学 · 计算机科学 2020-03-09 Gennaro Notomista , Siddharth Mayya , Mario Selvaggio , Maria Santos , Cristian Secchi

During collaborative tasks, human behavior is guided by multiple levels of intentions that evolve over time, such as task sequence preferences and interaction strategies. To adapt to these changing preferences and promptly correct any…

机器人学 · 计算机科学 2025-06-18 Zhe Huang , Ye-Ji Mun , Fatemeh Cheraghi Pouria , Katherine Driggs-Campbell

Collaborative robots require effective human intention estimation to safely and smoothly work with humans in less structured tasks such as industrial assembly, where human intention continuously changes. We propose the concept of intention…

In this paper, we present a hybrid position/force controller for operating joint robots. The hybrid controller has two goals -- motion tracking and force regulating. As long as these two goals are not mutually exclusive, they can be…

机器人学 · 计算机科学 2021-06-08 Shengwen Xie , Juan Ren

Dynamic task allocation is an essential requirement for multi-robot systems operating in unknown dynamic environments. It allows robots to change their behavior in response to environmental changes or actions of other robots in order to…

机器人学 · 计算机科学 2007-05-23 Kristina Lerman , Chris Jones , Aram Galstyan , Maja J Mataric

In swarm robotics, confrontation scenarios, including strategic confrontations, require efficient decision-making that integrates discrete commands and continuous actions. Traditional task and motion planning methods separate…

机器人学 · 计算机科学 2025-08-28 Qizhen Wu , Lei Chen , Kexin Liu , Jinhu Lu

Multi-task learning by robots poses the challenge of the domain knowledge: complexity of tasks, complexity of the actions required, relationship between tasks for transfer learning. We demonstrate that this domain knowledge can be learned…

机器人学 · 计算机科学 2022-02-22 Sao Mai Nguyen , Nicolas Duminy , Alexandre Manoury , Dominique Duhaut , Cédric Buche

Legged locomotion is a challenging task for learning algorithms, especially when the task requires a diverse set of primitive behaviors. To solve these problems, we introduce a hierarchical framework to automatically decompose complex…

机器学习 · 计算机科学 2019-05-23 Deepali Jain , Atil Iscen , Ken Caluwaerts

In this paper we present a framework that allows the motion control of a robotic arm automatically handling different kinds of safety-related tasks. The developed controller is based on a Task-Priority Inverse Kinematics algorithm that…

机器人学 · 计算机科学 2019-05-30 Paolo Di Lillo , Filippo Arrichiello , Gianluca Antonelli , Stefano Chiaverini
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