Reinforcement Learning - Marco Wiering.pdf

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Marco Wiering
Martijn van Otterlo
(Eds.)
Reinforcement Learning
State-of-the-Art
123
ADAPTATION, LEARNING,
AND
OPTIMIZATION Volume 12
Marco Wiering and Martijn van Otterlo (Eds.)
Reinforcement Learning
Adaptation, Learning, and Optimization, Volume 12
Series Editor-in-Chief
Meng-Hiot Lim
Nanyang Technological University, Singapore
E-mail: emhlim@ntu.edu.sg
Yew-Soon Ong
Nanyang Technological University, Singapore
E-mail: asysong@ntu.edu.sg
Further volumes of this series can be found on our homepage: springer.com
Vol. 1. Jingqiao Zhang and Arthur C. Sanderson
Adaptive Differential Evolution, 2009
ISBN 978-3-642-01526-7
Vol. 2. Yoel Tenne and Chi-Keong Goh (Eds.)
Computational Intelligence in
Expensive Optimization Problems, 2010
ISBN 978-3-642-10700-9
Vol. 3. Ying-ping Chen (Ed.)
Exploitation of Linkage Learning in Evolutionary Algorithms, 2010
ISBN 978-3-642-12833-2
Vol. 4. Anyong Qing and Ching Kwang Lee
Differential Evolution in Electromagnetics, 2010
ISBN 978-3-642-12868-4
Vol. 5. Ruhul A. Sarker and Tapabrata Ray (Eds.)
Agent-Based Evolutionary Search, 2010
ISBN 978-3-642-13424-1
Vol. 6. John Seiffertt and Donald C. Wunsch
Unified Computational Intelligence for Complex Systems, 2010
ISBN 978-3-642-03179-3
Vol. 7. Yoel Tenne and Chi-Keong Goh (Eds.)
Computational Intelligence in Optimization, 2010
ISBN 978-3-642-12774-8
Vol. 8. Bijaya Ketan Panigrahi, Yuhui Shi, and Meng-Hiot Lim (Eds.)
Handbook of Swarm Intelligence, 2011
ISBN 978-3-642-17389-9
Vol. 9. Lijuan Li and Feng Liu
Group Search Optimization for Applications in Structural Design, 2011
ISBN 978-3-642-20535-4
Vol. 10. Jeffrey W. Tweedale and Lakhmi C. Jain
Embedded Automation in Human-Agent Environment, 2011
ISBN 978-3-642-22675-5
Vol. 11. Hitoshi Iba and Claus C. Aranha
Practical Applications of Evolutionary Computation to Financial Engineering, 2012
ISBN 978-3-642-27647-7
Vol. 12. Marco Wiering and Martijn van Otterlo (Eds.)
Reinforcement Learning, 2012
ISBN 978-3-642-27644-6
Marco Wiering and Martijn van Otterlo (Eds.)
Reinforcement Learning
State-of-the-Art
123
Editors
Dr. Marco Wiering
University of Groningen
The Netherlands
Dr. ir. Martijn van Otterlo
Radboud University Nijmegen
The Netherlands
ISSN 1867-4534
e-ISSN 1867-4542
ISBN 978-3-642-27644-6
e-ISBN 978-3-642-27645-3
DOI 10.1007/978-3-642-27645-3
Springer Heidelberg New York Dordrecht London
Library of Congress Control Number: 2011945323
c
⃝
Springer-Verlag Berlin Heidelberg 2012
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