Reinforcement Learning in Robotics: Applications and Real-World Challenges

In robotics, the ultimate goal of reinforcement learning is to endow robots with the ability to learn, improve, adapt and reproduce tasks with dynamically changing constraints based on exploration and autonomous learning. We give a summary of the state-of-the-art of reinforcement learning in the con...

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Bibliographic Details
Main Authors: Petar Kormushev, Sylvain Calinon, Darwin G. Caldwell
Format: Article
Language:English
Published: MDPI AG 2013-07-01
Series:Robotics
Subjects:
Online Access:http://www.mdpi.com/2218-6581/2/3/122