Citation:
rss-ws11.pdf | 1.51 MB |
Abstract:
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.