Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. Teaching a Humanoid Robot to Recognize and Reproduce Social Cues
 
conference paper

Teaching a Humanoid Robot to Recognize and Reproduce Social Cues

Calinon, S.  
•
Billard, A.  orcid-logo
2006
Proceedings of the IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)
IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)

In a Robot Programming by Demonstration framework, several demonstrations of a task are required to generalize and reproduce the task under different circumstances. To teach a task to the robot, explicit pointers are required to signal the start/end of a demonstration and to switch between the learning/reproduction phases. Coordination of the learning system can be achieved by adding social cues to the interaction process. Here, we propose to use an imitation game to teach a humanoid robot to recognize communicative gestures, which then serve as social signals in a pointing-at-objects scenario. The system is based on Hidden Markov Models (HMMs) and use motion sensors to track the user's gestures.

  • Files
  • Details
  • Metrics
Loading...
Thumbnail Image
Name

Calinon-ROMAN2006.pdf

Access type

openaccess

Size

617.85 KB

Format

Adobe PDF

Checksum (MD5)

0845a354ec057a45d725120c3c1a0b5d

Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés