Techniques for batch reinforcement learning in robotics

This thesis addresses the Batch Reinforcement Learning methods in Robotics. This sub-class of Reinforcement Learning has shown promising results and has been the focus of recent research. Three contributions are proposed that aim to extend the state-of-art methods allowing for a faster and more stab...

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Bibliographic Details
Main Author: Cunha, João Alexandre da Silva Costa e (author)
Format: doctoralThesis
Language:eng
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10773/15735
Country:Portugal
Oai:oai:ria.ua.pt:10773/15735