Autonomous Skill Acquisition on a Mobile Manipulator

نویسندگان

  • George Konidaris
  • Scott Kuindersma
  • Roderic A. Grupen
  • Andrew G. Barto
چکیده

We describe a robot system that autonomously acquires skills through interaction with its environment. The robot learns to sequence the execution of a set of innate controllers to solve a task, extracts and retains components of that solution as portable skills, and then transfers those skills to reduce the time required to learn to solve a second task.

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تاریخ انتشار 2011