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Incremental Learning of Primitive Skills from Demonstration of a Task

Title
Incremental Learning of Primitive Skills from Demonstration of a Task
Author
서일홍
Keywords
hidden markov model; incremental learning; kl-divergence; primitive skill; threshold model
Issue Date
2011-03
Publisher
IEEE
Citation
IEEE International Conference on Human-Robot Interaction, 2011, P.185-186
Abstract
In this work, we propose methods for automatically generating primitive skills from demonstration of a task. Additionally, we propose methods for improving the existing primitive skills and adding the new primitive skills incrementally and automatically. To validate our proposed methods, we present experimental results of a human-like robot handling three gestures and a task for making coffee.
URI
http://dl.acm.org/citation.cfm?doid=1957656.1957723http://hdl.handle.net/20.500.11754/51935
DOI
10.1145/1957656.1957723
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > ELECTRONIC ENGINEERING(융합전자공학부) > Articles
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