Recent advances in robot learning from demonstration

H Ravichandar, AS Polydoros… - Annual review of …, 2020 - annualreviews.org
In the context of robotics and automation, learning from demonstration (LfD) is the paradigm
in which robots acquire new skills by learning to imitate an expert. The choice of LfD over …

[HTML][HTML] Robot learning towards smart robotic manufacturing: A review

Z Liu, Q Liu, W Xu, L Wang, Z Zhou - Robotics and Computer-Integrated …, 2022 - Elsevier
Robotic equipment has been playing a central role since the proposal of smart
manufacturing. Since the beginning of the first integration of industrial robots into production …

Human–robot collaboration in manufacturing applications: A review

E Matheson, R Minto, EGG Zampieri, M Faccio… - Robotics, 2019 - mdpi.com
This paper provides an overview of collaborative robotics towards manufacturing
applications. Over the last decade, the market has seen the introduction of a new category of …

Cobot programming for collaborative industrial tasks: An overview

S El Zaatari, M Marei, W Li, Z Usman - Robotics and Autonomous Systems, 2019 - Elsevier
Collaborative robots (cobots) have been increasingly adopted in industries to facilitate
human–robot collaboration. Despite this, it is challenging to program cobots for collaborative …

Learning for a robot: Deep reinforcement learning, imitation learning, transfer learning

J Hua, L Zeng, G Li, Z Ju - Sensors, 2021 - mdpi.com
Dexterous manipulation of the robot is an important part of realizing intelligence, but
manipulators can only perform simple tasks such as sorting and packing in a structured …

[HTML][HTML] A survey of robot manipulation in contact

M Suomalainen, Y Karayiannidis, V Kyrki - Robotics and Autonomous …, 2022 - Elsevier
In this survey, we present the current status on robots performing manipulation tasks that
require varying contact with the environment, such that the robot must either implicitly or …

[HTML][HTML] Towards industrial robots as a service (IRaaS): Flexibility, usability, safety and business models

A Buerkle, W Eaton, A Al-Yacoub, M Zimmer… - Robotics and Computer …, 2023 - Elsevier
Industrial robots form an integral part of today's manufacturing industry, due to their high
versatility, precision, and fatigue proof nature. Yet, many small and medium sized …

A review of robotic assembly strategies for the full operation procedure: Planning, execution and evaluation

Y Jiang, Z Huang, B Yang, W Yang - Robotics and Computer-Integrated …, 2022 - Elsevier
The application of robots in mechanical assembly increases the efficiency of industrial
production. With the requirements of flexible manufacturing, it has become a research …

A survey on end-user robot programming

G Ajaykumar, M Steele, CM Huang - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
As robots interact with a broader range of end-users, end-user robot programming has
helped democratize robot programming by empowering end-users who may not have …

Teaching robots to perform quasi-repetitive construction tasks through human demonstration

CJ Liang, VR Kamat, CC Menassa - Automation in Construction, 2020 - Elsevier
Robots can assist workers in performing physically-demanding construction tasks, which are
typically quasi-repetitive, wherein the geometry of the workspace is dissimilar despite similar …