Adaptive representations for reinforcement learning

This book presents new algorithms for reinforcement learning, a form of machine learning in which an autonomous agent seeks a control policy for a sequential decision task. Since current methods typically rely on manually designed solution representations, agents that automatically adapt their own r...

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Main Author: Whiteson, Shimon.
Other Authors: SpringerLink (Online service)
Format: eBook
Language: English
Published: Berlin ; Heidelberg : Springer-Verlag, ©2010.
Berlin ; Heidelberg : [2010]
Physical Description: 1 online resource (xiii, 116 pages).
Series: Studies in computational intelligence ; v. 291.
Subjects:

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