Acquiring Transferrable Mobile Manipulation Skills

نویسندگان

  • George Konidaris
  • Scott Kuindersma
  • Roderic Grupen
  • Andrew Barto
چکیده

This abstract summarizes recent research on the autonomous acquisition of transferrable manipulation skills. We describe a robot system that learns to sequence a set of innate controllers to solve a task, and then extracts transferrable manipulation skills from the resulting solution. Using the extracted skills, the robot is able to significantly reduce the time required to discover the solution to a second task.

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تاریخ انتشار 2011