000117850 001__ 117850
000117850 005__ 20190117220119.0
000117850 037__ $$aCONF
000117850 245__ $$aA framework integrating statistical and social cues to teach a humanoid robot new skills
000117850 260__ $$c2008
000117850 269__ $$a2008
000117850 336__ $$aConference Papers
000117850 520__ $$aBringing robots as collaborative partners into homes presents various challenges to human-robot interaction. Robots will need to interact with untrained users in environments that are originally designed for humans. Compared to their industrial homologous form, humanoid robots can not be preprogrammed with an initial set of behaviours. They should adapt their skills to a huge range of possible tasks without needing to change the environments and tools to fit their needs. The rise of these humanoids implies an inherent social dimension to this technology, where the end-users should be able to teach new skills to these robots in an intuitive manner, relying only on their experience in teaching new skills to other human partners. Our research aims at designing a generic Robot Programming by Demonstration (RPD) framework based on a probabilistic representation of the task constraints, which allows to integrate information from cross-situational statistics and from various social cues such as joint attention or vocal intonation. This paper presents our ongoing research towards bringing user- friendly human-robot teaching systems that would speed up the skill transfer process.
000117850 6531_ $$arobot programming by demonstration
000117850 6531_ $$asocially guided machine learning
000117850 6531_ $$asituated learning
000117850 6531_ $$aactive teaching
000117850 700__ $$0240592$$aCalinon, S.$$g119190
000117850 700__ $$0240594$$aBillard, A.$$g115671
000117850 7112_ $$aIEEE Intl Conf. on Robotics and Automation (ICRA), Workshop on Social Interaction with Intelligent Indoor Robots$$cPasadena, CA, USA$$dMay 2008
000117850 773__ $$tProceedings of the IEEE International Conference on Robotics and Automation (ICRA), Workshop on Social Interaction with Intelligent Indoor Robots
000117850 8564_ $$uhttp://www.dfki.de/cosy/www/events/si3r-icra08/si3r-icra08-cfp.php$$zURL
000117850 8564_ $$s1081253$$uhttps://infoscience.epfl.ch/record/117850/files/Calinon-ICRA2008-WS-SI3R.pdf$$zn/a
000117850 909CO $$ooai:infoscience.tind.io:117850$$pSTI$$pconf
000117850 909C0 $$0252119$$pLASA$$xU10660
000117850 937__ $$aLASA-CONF-2008-020
000117850 973__ $$aEPFL$$rREVIEWED$$sPUBLISHED
000117850 980__ $$aCONF