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Applying Deep Reinforcement Learning (DRL) to Human-Robot Cooperation (HRC) in dynamic control problems is promising yet challenging as the robot needs to learn the dynamics of the controlled system and dynamics of the human partner. In…

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

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…

This work demonstrates universal dynamic perching capabilities for quadrotors of various sizes and on surfaces with different orientations. By employing a non-dimensionalization framework and deep reinforcement learning, we systematically…

机器人学 · 计算机科学 2024-12-30 Bryan Habas , Aaron Brown , Donghyeon Lee , Mitchell Goldman , Bo Cheng

Team Coordination on Graphs with Risky Edges (\textsc{tcgre}) is a recently proposed problem, in which robots find paths to their goals while considering possible coordination to reduce overall team cost. However, \textsc{tcgre} assumes…

机器人学 · 计算机科学 2024-10-31 Yanlin Zhou , Manshi Limbu , Xuan Wang , Daigo Shishika , Xuesu Xiao

This paper presents resource-aware algorithms for distributed inter-robot loop closure detection for applications such as collaborative simultaneous localization and mapping (CSLAM) and distributed image retrieval. In real-world scenarios,…

机器人学 · 计算机科学 2019-07-12 Yulun Tian , Kasra Khosoussi , Jonathan P. How

This paper proposes a new control algorithm for human-robot co-transportation using a robot manipulator equipped with a mobile base and a robotic arm. We integrate the regular Model Predictive Control (MPC) with a novel pose optimization…

机器人学 · 计算机科学 2025-06-19 Al Jaber Mahmud , Amir Hossain Raj , Duc M. Nguyen , Weizi Li , Xuesu Xiao , Xuan Wang

Environments with large terrain height variations present great challenges for legged robot locomotion. Drawing inspiration from fire ants' collective assembly behavior, we study strategies that can enable two ``connectable'' robots to…

机器人学 · 计算机科学 2025-02-04 Haodi Hu , Xingjue Liao , Wuhao Du , Feifei Qian

Robots are increasingly working alongside people, delivering food to patrons in restaurants or helping workers on assembly lines. These scenarios often involve object handovers between the person and the robot. To achieve safe and efficient…

机器人学 · 计算机科学 2025-12-22 Leimin Tian , Shiyu Xu , Kerry He , Rachel Love , Akansel Cosgun , Dana Kulic

Continuous formulations of trajectory planning problems have two main benefits. First, constraints are guaranteed to be satisfied at all times. Secondly, dynamic obstacles can be naturally considered with time. This paper introduces a novel…

机器人学 · 计算机科学 2022-12-21 Changhao Wang , Ting Xu , Masayoshi Tomizuka

This paper addresses human-robot collaboration (HRC) challenges of integrating predictions of human activity to provide a proactive-n-reactive response capability for the robot. Prior works that consider current or predicted human poses as…

机器人学 · 计算机科学 2023-07-11 Jared Flowers , Marco Faroni , Gloria Wiens , Nicola Pedrocchi

This paper aims to provide a clear and rigorous understanding of commonly recognized safety constraints in physical human-robot interaction, particularly regarding ISO/TS 15066. We investigate the derivation of these constraints, critically…

系统与控制 · 电气工程与系统科学 2026-04-03 Riccardo Zanella , Federico Califano , Stefano Stramigioli

Motion planning is a key aspect of robotics. A common approach to address motion planning problems is trajectory optimization. Trajectory optimization can represent the high-level behaviors of robots through mathematical formulations.…

机器人学 · 计算机科学 2024-08-21 Fatemeh Rastgar

Multi-robot systems (MRSs) are valuable for tasks such as search and rescue due to their ability to coordinate over shared observations. A central challenge in these systems is aligning independently collected perception data across space…

We study last-mile delivery problems where trucks and drones collaborate to deliver goods to final customers. In particular, we focus on problem settings where either a single truck or a fleet with several homogeneous trucks work in…

最优化与控制 · 数学 2023-07-10 Roberto Montemanni , Mauro Dell'Amico , Andrea Corsini

Humans are considered as integral components of Human-Robot Collaboration (HRC) systems, not only as object (e.g. in health care), but also as operators and service providers in manufacturing. Sophisticated and complex tasks are to be…

机器人学 · 计算机科学 2020-03-24 Kamil Skarzynski , Marcin Stepniak , Waldemar Bartyna , Stanislaw Ambroszkiewicz

An important real-world application of multi-robot systems is multi-robot patrolling (MRP), where robots must carry out the activity of going through an area at regular intervals. Motivations for MRP include the detection of anomalies that…

机器人学 · 计算机科学 2024-09-23 Zachary R. Madin , Jonathan Lawry , Edmund R. Hunt

In robotics, structural design and behavior optimization have long been considered separate processes, resulting in the development of systems with limited capabilities. Recently, co-design methods have gained popularity, where bi-level…

机器人学 · 计算机科学 2025-07-02 Rohit Kumar , Melya Boukheddimi , Dennis Mronga , Shivesh Kumar , Frank Kirchner

Producing robust task plans in human-robot collaborative missions is a critical activity in order to increase the likelihood of these missions completing successfully. Despite the broad research body in the area, which considers different…

多智能体系统 · 计算机科学 2025-04-10 Gricel Vázquez , Alexandros Evangelidis , Sepeedeh Shahbeigi , Simos Gerasimou

Successful entrainment during collaboration positively affects trust, willingness to collaborate, and likeability towards collaborators. In this paper, we present a mixed-method study to investigate characteristics of successful entrainment…

人机交互 · 计算机科学 2024-02-26 Eike Schneiders , Christopher Fourie , Stanley Celestin , Julie Shah , Malte Jung

We present the design of a new robotic human augmentation system that will assist the operator in carrying a heavy payload, reaching and maintaining difficult postures, and ultimately better performing their job. The Extra Robotic Legs…

机器人学 · 计算机科学 2020-07-03 Daniel J. Gonzalez , H. Harry Asada
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