AUTHOR=Beckerle Philipp, Salvietti Gionata, Unal Ramazan, Prattichizzo Domenico, Rossi Simone, Castellini Claudio, Hirche Sandra, Endo Satoshi, Amor Heni Ben, Ciocarlie Matei, Mastrogiovanni Fulvio, Argall Brenna D., Bianchi Matteo TITLE=A Human–Robot Interaction Perspective on Assistive and Rehabilitation Robotics JOURNAL=Frontiers in Neurorobotics VOLUME=11 YEAR=2017 URL=https://www.frontiersin.org/articles/10.3389/fnbot.2017.00024 DOI=10.3389/fnbot.2017.00024 ISSN=1662-5218 ABSTRACT=Assistive and rehabilitation devices are a promising and challenging field of recent robotics research. Motivated by societal needs such as aging populations, such devices can support motor functionality and subject training. The design, control, sensing, and assessment of the devices become more sophisticated due to a human in the loop. This paper gives a human–robot interaction perspective on current issues and opportunities in the field. On the topic of control and machine learning, approaches that support but do not distract subjects are reviewed. Options to provide sensory user feedback that are currently missing from robotic devices are outlined. Parallels between device acceptance and affective computing are made. Furthermore, requirements for functional assessment protocols that relate to real-world tasks are discussed. In all topic areas, the design of human-oriented frameworks and methods is dominated by challenges related to the close interaction between the human and robotic device. This paper discusses the aforementioned aspects in order to open up new perspectives for future robotic solutions.