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  4. Combining Dynamical Systems Control and Programming by Demonstration for Teaching Discrete Bimanual Coordination Tasks to a Humanoid Robot
 
conference paper

Combining Dynamical Systems Control and Programming by Demonstration for Teaching Discrete Bimanual Coordination Tasks to a Humanoid Robot

Gribovskaya, E.  
•
Billard, A.  orcid-logo
2008
Proceedings of 3rd ACM/IEEE International Conference on Human-Robot Interaction, HRI'08
IEEE/ASM International Conference on Human-Robot Interaction

We present a generic framework that combines Dynamical Systems movement control with Programming by Demon- stration (PbD) to teach a robot bimanual coordination task. The model consists of two systems: a learning system that processes data collected during the demonstration of the task to extract coordination constraints and a motor system that reproduces the movements dynamically, while satisfy- ing the coordination constraints learned by the ¯rst system. We validate the model through a series of experiments in which a robot is taught bimanual manipulatory tasks with the help of a human.

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