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Qualitative design and implementation of human-robot spatial interactions

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conference contribution
posted on 2024-06-06, 14:50 authored by Nicola Bellotto, Marc HanheideMarc Hanheide, Nico Van de Weghe
<p>Despite the large number of navigation algorithms available for mobile robots, in many social contexts they often exhibit inopportune motion behaviours in proximity of people, often with very unnatural movements due to the execution of segmented trajectories or the sudden activation of safety mechanisms (e.g., for obstacle avoidance). We argue that the reason of the problem is not only the difficulty of modelling human behaviours and generating opportune robot control policies, but also the way human-robot spatial interactions are represented and implemented.In this paper we propose a new methodology based on a qualitative representation of spatial interactions, which is both flexible and compact, adopting the well-defined and coherent formalization of Qualitative Trajectory Calculus (QTC). We show the potential of a QTC-based approach to abstract and design complex robot behaviours, where the desired robot's behaviour is represented together with its actual performance in one coherent approach, focusing on spatial interactions rather than pure navigation problems.</p>

History

School affiliated with

  • School of Computer Science (Research Outputs)

Publication Title

Lecture Notes in Computer Science

Volume

8239

Publisher

Springer

Date Submitted

2013-08-16

Date Accepted

2013-10-27

Date of First Publication

2013-10-27

Date of Final Publication

2013-10-27

Event Name

International Conference on Social Robotics (ICSR)

Event Dates

27 - 29 October, 2013

Date Document First Uploaded

2013-10-31

ePrints ID

11637

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