Autonomous Robot Skill Acquisition

George Konidaris

My thesis applies and extends hierarchical reinforcement learning methods to the robot skill acquisition problem, with the aim of creating robots that are able to autonomously create new skills, refine them through practice, and apply them in new task contexts.

Subjects: 12.1 Reinforcement Learning; 17. Robotics

Submitted: Apr 4, 2008

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