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Joining high-level symbolic planning with low-level motion primitives in adaptive HRI: application to dressing assistance
Canal Camprodon, Gerard; Pignat, Emmanuel; Alenyà Ribas, Guillem; Calinon, Sylvain; Torras, Carme
Institut de Robòtica i Informàtica Industrial; Universitat Politècnica de Catalunya. ROBiri - Grup de Robòtica de l'IRI
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For a safe and successful daily living assistance, far from the highly controlled environment of a factory, robots should be able to adapt to ever-changing situations. Programming such a robot is a tedious process that requires expert knowledge. An alternative is to rely on a high-level planner, but the generic symbolic representations used are not well suited to particular robot executions. Contrarily, motion primitives encode robot motions in a way that can be easily adapted to different situations. This paper presents a combined framework that exploits the advantages of both approaches. The number of required symbolic states is reduced, as motion primitives provide
Peer Reviewed
-Àrees temàtiques de la UPC::Informàtica::Robòtica
-intelligent robots
-service robots
-Physical Human-Robot Interaction
-Learning from Demonstration
-Symbolic Task Planning
-Shoe fitting.
-Classificació INSPEC::Automation::Robots::Intelligent robots
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
Article - Submitted version
Conference Object
Institute of Electrical and Electronics Engineers (IEEE)
         

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