Cognitive Reasoning for Compliant Robot Manipulation

1. Auflage 2019
ISBN: 978-3-030-04857-0
Verlag: Springer International Publishing

Buch, Englisch, Band 127, 186 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 500 g

Reihe: Springer Tracts in Advanced Robotics

In order to achieve human-like performance, this book covers  the four steps of reasoning a robot must provide in the concept of intelligent physical compliance: to represent, plan, execute, and interpret compliant manipulation tasks. A classification of manipulation tasks is conducted to identify the central research questions of the addressed topic.
It is investigated how symbolic task descriptions can be translated into meaningful robot commands.Among others, the developed concept is applied in an actual space robotics mission, in which an astronaut aboard the International Space Station (ISS) commands the humanoid robot Rollin' Justin to maintain a Martian solar panel farm in a mock-up environment

Zielgruppe

Research

Autoren/Hrsg.

Leidner, Daniel Sebastian

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion

Inhaltsverzeichnis

Introduction.- Fundamentals.- Classifying Compliant Manipulation.- Representations for Compliant Manipulation.- Planning Everyday Manipulation Tasks.- Compliance Parameterization and Task Execution.- Semantic Interpretation of Haptic Feedback.- Applied Intelligent Physical Compliance.- Conclusions.