Task Refinement for Autonomous Robots using Complementary Corrective Human Feedback

A robot can perform a given task through a policy that maps its sensed state to appropriate actions. We assume that a hand-coded controller can achieve such a mapping only for the basic cases of the task. Refining the controller becomes harder and gets more tedious and error prone as the complexity...

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Bibliographic Details
Main Authors: Cetin Mericli, Manuela Veloso, H. Levent Akin
Format: Article
Language:English
Published: SAGE Publishing 2011-06-01
Series:International Journal of Advanced Robotic Systems
Subjects:
Online Access:http://www.intechopen.com/articles/show/title/task_refinement_for_autonomous_robots_using_complementary_corrective_human_feedback