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The ball-balancing robot (ballbot) is a good platform to test the effectiveness of a balancing controller. Considering balancing control, conventional model-based feedback control methods have been widely used. However, contacts and…

机器人学 · 计算机科学 2022-08-23 Yifan Zhou , Jianghao Lin , Shuai Wang , Chong Zhang

Off-road navigation on vertically challenging terrain, involving steep slopes and rugged boulders, presents significant challenges for wheeled robots both at the planning level to achieve smooth collision-free trajectories and at the…

机器人学 · 计算机科学 2024-10-29 Tong Xu , Chenhui Pan , Xuesu Xiao

An important factor in developing control models for human-robot collaboration is how acceptable they are to their human partners. One such method for creating acceptable control models is to attempt to mimic human-like behaviour in robots…

机器人学 · 计算机科学 2022-07-12 Rebeka Kropivšek Leskovar , Tadej Petrič

Collaborative transportation, where multiple robots collaboratively transport a payload, has garnered significant attention in recent years. While ensuring safe and high-performance inter-robot collaboration is critical for effective task…

机器人学 · 计算机科学 2026-02-19 Zhezhi Lei , Zhihai Bi , Wenxin Wang , Jun Ma

This paper explores a physical human-robot collaboration (pHRC) task involving the joint insertion of a board into a frame by a sightless robot and a human operator. While admittance control is commonly used in pHRC tasks, it can be…

机器人学 · 计算机科学 2025-11-06 Zeqing Zhang , Weifeng Lu , Lei Yang , Wei Jing , Bowei Tang , Jia Pan

Objective: The status of human-robot collaboration for assembly applications is reviewed and key current challenges for the research community and practitioners are presented. Background: As the pandemic of COVID-19 started to surface the…

机器人学 · 计算机科学 2020-06-30 Ali Ahmad Malik

Studies of human-robot interaction in dynamic and unstructured environments show that as more advanced robotic capabilities are deployed, the need for cooperative competencies to support collaboration with human problem-holders increases.…

机器人学 · 计算机科学 2025-12-18 Martijn IJtsma , Salvatore Hargis

Human-robot collaboration (HRC) introduces significant safety challenges, particularly in protecting human operators working alongside collaborative robots (cobots). While current ISO standards emphasize risk assessment and hazard…

机器人学 · 计算机科学 2025-03-12 Georgios Katranis , Frederik Plahl , Joachim Grimstadt , Ilshat Mamaev , Silvia Vock , Andrey Morozov

Using Reinforcement Learning (RL) to learn new robotic tasks from scratch is often inefficient. Leveraging prior knowledge has the potential to significantly enhance learning efficiency, which, however, raises two critical challenges: how…

机器人学 · 计算机科学 2025-06-10 Zechen Hu , Tong Xu , Xuesu Xiao , Xuan Wang

Human-robot interaction will play an essential role in various industries and daily tasks, enabling robots to effectively collaborate with humans and reduce their physical workload. Most of the existing approaches for physical human-robot…

机器人学 · 计算机科学 2024-12-04 Guanrui Li , Xinyang Liu , Giuseppe Loianno

Reinforcement Learning (RL) is a method for learning decision-making tasks that could enable robots to learn and adapt to their situation on-line. For an RL algorithm to be practical for robotic control tasks, it must learn in very few…

人工智能 · 计算机科学 2015-03-19 Todd Hester , Michael Quinlan , Peter Stone

It is anticipated that the era of fully autonomous vehicle operations will be preceded by a lengthy "Transition Period" where the traffic stream will be mixed, that is, consisting of connected autonomous vehicles (CAVs), human-driven…

机器人学 · 计算机科学 2021-10-13 Jiqian Dong , Sikai Chen , Samuel Labi

The diversity of tasks and dynamic nature of reinforcement learning (RL) require RL agents to be able to learn sequentially and continuously, a learning paradigm known as continuous reinforcement learning. This survey reviews how continual…

机器学习 · 计算机科学 2025-06-30 Amara Zuffer , Michael Burke , Mehrtash Harandi

The current transformation towards smart manufacturing has led to a growing demand for human-robot collaboration (HRC) in the manufacturing process. Perceiving and understanding the human co-worker's behaviour introduces challenges for…

机器人学 · 计算机科学 2023-05-18 Zheyu Zhuang , Yizhak Ben-Shabat , Jiahao Zhang , Stephen Gould , Robert Mahony

As an important contributor to GDP growth, the construction industry is suffering from labor shortage due to population ageing, COVID-19 pandemic, and harsh environments. Considering the complexity and dynamics of construction environment,…

机器人学 · 计算机科学 2022-12-13 Jia-Rui Lin , Ming-Hui Wu

Human-Robot Collaboration (HRC) is rapidly replacing the traditional application of robotics in the manufacturing industry. Robots and human operators no longer have to perform their tasks in segregated areas and are capable of working in…

机器人学 · 计算机科学 2020-07-24 Mehrnoosh Askarpour , Matteo Rossi , Omer Tiryakiler

Large Language Models (LLMs) are gaining popularity in the field of robotics. However, LLM-based robots are limited to simple, repetitive motions due to the poor integration between language models, robots, and the environment. This paper…

机器人学 · 计算机科学 2024-07-02 Haokun Liu , Yaonan Zhu , Kenji Kato , Atsushi Tsukahara , Izumi Kondo , Tadayoshi Aoyama , Yasuhisa Hasegawa

Ensuring human safety in collaborative robotics can compromise efficiency because traditional safety measures increase robot cycle time when human interaction is frequent. This paper proposes a safety-aware approach to mitigate efficiency…

机器人学 · 计算机科学 2025-12-22 M. Faroni , A. Spano , A. M. Zanchettin , P. Rocco

Human-humanoid collaboration shows significant promise for applications in healthcare, domestic assistance, and manufacturing. While compliant robot-human collaboration has been extensively developed for robotic arms, enabling compliant…

机器人学 · 计算机科学 2025-10-17 Yushi Du , Yixuan Li , Baoxiong Jia , Yutang Lin , Pei Zhou , Wei Liang , Yanchao Yang , Siyuan Huang

As technology advances, the barriers between the co-existence of humans and robots are slowly coming down. The prominence of physical interactions for collaboration and cooperation between humans and robots will be an undeniable fact.…

机器人学 · 计算机科学 2019-08-01 Yeshasvi Tirupachuri , Gabriele Nava , Lorenzo Rapetti , Claudia Latella , Daniele Pucci