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Fast-track conference proceedings
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7188)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): EWRL: European Workshop on Reinforcement Learning
Conference proceedings info: EWRL 2011.
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Table of contents (32 papers)
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Front Matter
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Invited Talk Abstracts
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Learning and Exploring MDPs
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Function Approximation Methods for Reinforcement Learning
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Policy Search and Bounds
About this book
Keywords
- bayesian inference
- multitask learning
- predictive state representation
- real-time control
- recommender system
- algorithm analysis and problem complexity
Editors and Affiliations
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NICTA and the Australian National University, Canberra, Australia
Scott Sanner
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Research School of Computer Science, Australian National University, Canberra, Australia
Marcus Hutter
Bibliographic Information
Book Title: Recent Advances in Reinforcement Learning
Book Subtitle: 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised and Selected Papers
Editors: Scott Sanner, Marcus Hutter
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-642-29946-9
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2012
Softcover ISBN: 978-3-642-29945-2Published: 22 May 2012
eBook ISBN: 978-3-642-29946-9Published: 19 May 2012
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 345
Number of Illustrations: 98 b/w illustrations
Topics: Artificial Intelligence, Theory of Computation, Algorithms, Computer and Information Systems Applications, Database Management, Probability and Statistics in Computer Science