DocumentCode
1885939
Title
Control architecture and experiment of a situated robot system for interactive assembly
Author
Zhang, Jianwei ; Knoll, Alois
Author_Institution
Fac. of Technol., Bielefeld Univ., Germany
Volume
4
fYear
2002
fDate
2002
Firstpage
3906
Abstract
We present the development of and experiment with a robot system showing cognitive capabilities of children of three to four years. We focus on two topics: assembly by two hands and understanding human instructions in natural language as a precondition for assembly systems being perceived by humans as "intelligent". A typical application of such a system is interactive assembly. A human communicator sharing a view of the assembly scenario with the robot instructs the latter by speaking to it in the same way that he would communicate with a child. His instructions can be under-specified, incomplete and/or context-dependent. After introducing the general purpose of our project, we present the hardware and software components of our robots necessary for interactive assembly tasks. The control architecture of the robot system with two stationary robot arms is discussed. We then describe the functionalities of the instruction understanding, planning and execution levels. The implementations of a layered-learning methodology, memories and monitoring functions are briefly introduced. Finally, we outline a list of future research topics for extending our system.
Keywords
assembling; industrial robots; learning (artificial intelligence); natural languages; planning (artificial intelligence); control architecture; human communicator; human instructions; interactive assembly; layered-learning methodology; natural language; situated robot system; stationary robot arms; Assembly systems; Cognitive robotics; Computer architecture; Context; Control systems; Hardware; Humans; Intelligent robots; Natural languages; Robotic assembly;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN
0-7803-7272-7
Type
conf
DOI
10.1109/ROBOT.2002.1014335
Filename
1014335
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