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Content Provider | IEEE Xplore Digital Library |
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Author | Myers, D.R. Pritchard, M.J. Brown, M.D.J. |
Copyright Year | 2001 |
Description | Author affiliation: Intelligent Autom. Inc., Rockville, MD, USA (Myers, D.R.) |
Abstract | Intelligent Automation, Inc. (IAI) presents a system that learns from demonstrations of a human operator and then produces a sensor-driven program that can control a robot without operator intervention. The system generates a procedural program, identical in function to a procedural program developed in a conventional robot programming language, that can be easily re-used in similar but different application tasks. In essence, based on the skills demonstrated by a human teacher, a robot can be automatically programmed to perform complex assembly tasks. Robot users with no programming skills will be able to "bootstrap" themselves to a semi-autonomous operation after a small number of taught examples. In addition, as the task requirements change, the robot can be re-programmed as easily as it was initially programmed. Unlike the conventional program development process, the operator need not postulate about the value of sensor feedback variables required at a particular level of the controller. In fact, the operator need not be familiar with the syntax and semantics of the programming language at all. |
Sponsorship | IEEE Robotics & Autom. Soc |
Starting Page | 4078 |
Ending Page | 4083 |
File Size | 574868 |
Page Count | 6 |
File Format | |
ISBN | 0780365763 |
ISSN | 10504729 |
DOI | 10.1109/ROBOT.2001.933255 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2001-05-21 |
Publisher Place | South Korea |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Automatic programming Robot programming Service robots Educational robots Robotics and automation Robot sensing systems Intelligent robots Humans Robotic assembly Electrical equipment industry |
Content Type | Text |
Resource Type | Article |
Subject | Artificial Intelligence Control and Systems Engineering Electrical and Electronic Engineering Software |
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