Reinforcement Learning of Bimanual Robot Skills / Springer Tracts in Advanced Robotics Bd.134 (PDF)
The first part describes how to build an integrated system,...
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This book tackles all the stages and mechanisms involved in the learning of manipulation tasks by bimanual robots in unstructured settings, as it can be the task of folding clothes.
The first part describes how to build an integrated system, capable of properly handling the kinematics and dynamics of the robot along the learning process. It proposes practical enhancements to closed-loop inverse kinematics for redundant robots, a procedure to position the two arms to maximize workspace manipulability, and a dynamic model together with a disturbance observer to achieve compliant control and safe robot behavior.
In sum, the reader will find in this comprehensive exposition the relevant knowledge in different areas required to build a complete framework for model-free, compliant, coordinated robot motion learning.
- Autoren: Adrià Colomé , Carme Torras
- 2019, 1st ed. 2020, 182 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3030263266
- ISBN-13: 9783030263263
- Erscheinungsdatum: 27.08.2019
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: PDF
- Größe: 6.18 MB
- Ohne Kopierschutz
- Vorlesefunktion
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