DocumentCode
2616716
Title
Choosing informative actions for manipulation tasks
Author
Sen, Shiraj ; Sherrick, Grant ; Ruiken, Dirk ; Grupen, Rod
Author_Institution
Comput. Sci. Dept., Univ. of Massachusetts Amherst, Amherst, MA, USA
fYear
2011
fDate
26-28 Oct. 2011
Firstpage
721
Lastpage
726
Abstract
Autonomous robots demand complex behavior to perform tasks in unstructured environments. In order to meet these expectations efficiently, it is necessary to organize knowledge of past interactions with the world in order to facilitate future tasks. With this goal in mind, we present a knowledge representation that makes explicit the invariant spatial relation- ships between sensorimotor features comprising a rigid body and uses them to reason about other tasks and run-time contexts.
Keywords
intelligent robots; knowledge representation; manipulators; mobile robots; autonomous robot; informative action; invariant spatial relationship; knowledge representation; manipulation task; sensorimotor feature; unstructured environment; Computational modeling; Force; Grasping; Hidden Markov models; Robot sensing systems; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Humanoid Robots (Humanoids), 2011 11th IEEE-RAS International Conference on
Conference_Location
Bled
ISSN
2164-0572
Print_ISBN
978-1-61284-866-2
Electronic_ISBN
2164-0572
Type
conf
DOI
10.1109/Humanoids.2011.6100911
Filename
6100911
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