An algorithmic perspective on imitation learning

T Osa, J Pajarinen, G Neumann… - … and Trends® in …, 2018 - nowpublishers.com
As robots and other intelligent agents move from simple environments and problems to more
complex, unstructured settings, manually programming their behavior has become …

Progress and prospects of the human–robot collaboration

A Ajoudani, AM Zanchettin, S Ivaldi, A Albu-Schäffer… - Autonomous …, 2018 - Springer
Recent technological advances in hardware design of the robotic platforms enabled the
implementation of various control modalities for improved interactions with humans and …

A tutorial on task-parameterized movement learning and retrieval

S Calinon - Intelligent service robotics, 2016 - Springer
Task-parameterized models of movements aim at automatically adapting movements to new
situations encountered by a robot. The task parameters can, for example, take the form of …

Learning physical collaborative robot behaviors from human demonstrations

L Rozo, S Calinon, DG Caldwell… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Robots are becoming safe and smart enough to work alongside people not only on
manufacturing production lines, but also in spaces such as houses, museums, or hospitals …

Physical human–robot interaction

S Haddadin, E Croft - Springer handbook of robotics, 2016 - Springer
Over the last two decades, the foundations for physical human–robot interaction (pHRI) have
evolved from successful developments in mechatronics, control, and planning, leading …

Variable impedance control and learning—a review

FJ Abu-Dakka, M Saveriano - Frontiers in Robotics and AI, 2020 - frontiersin.org
Robots that physically interact with their surroundings, in order to accomplish some tasks or
assist humans in their activities, require to exploit contact forces in a safe and proficient …

Learning from humans

AG Billard, S Calinon, R Dillmann - Springer handbook of robotics, 2016 - Springer
This chapter surveys the main approaches developed to date to endow robots with the
ability to learn from human guidance. The field is best known as robot programming by …

Robot adaptation to human physical fatigue in human–robot co-manipulation

L Peternel, N Tsagarakis, D Caldwell, A Ajoudani - Autonomous Robots, 2018 - Springer
In this paper, we propose a novel method for human–robot collaboration, where the robot
physical behaviour is adapted online to the human motor fatigue. The robot starts as a …

COBOT applications—recent advances and challenges

C Taesi, F Aggogeri, N Pellegrini - Robotics, 2023 - mdpi.com
This study provides a structured literature review of the recent COllaborative roBOT
(COBOT) applications in industrial and service contexts. Several papers and research …

User profiling and behavioral adaptation for HRI: A survey

S Rossi, F Ferland, A Tapus - Pattern Recognition Letters, 2017 - Elsevier
To effectively collaborate with people, robots are expected to detect and profile the users
they are interacting with, but also to modify and adapt their behavior according to the …