Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

22nd International Conference, ALT 2011, Espoo, Finland, October 5-7, 2011, Proceedings

Editors: Kivinen, J., Szepesvári, C., Ukkonen, E., Zeugmann, Th. (Eds.)

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About this book

This book constitutes the refereed proceedings of the 22nd International Conference on Algorithmic Learning Theory, ALT 2011, held in Espoo, Finland, in October 2011, co-located with the 14th International Conference on Discovery Science, DS 2011.
The 28 revised full papers presented together with the abstracts of 5 invited talks were carefully reviewed and selected from numerous submissions. The papers are divided into topical sections of papers on inductive inference, regression, bandit problems, online learning, kernel and margin-based methods, intelligent agents and other learning models.

Table of contents (35 chapters)

  • Editors’ Introduction

    Kivinen, Jyrki (et al.)

    Pages 1-13

  • Models for Autonomously Motivated Exploration in Reinforcement Learning

    Auer, Peter (et al.)

    Pages 14-17

  • On the Expressive Power of Deep Architectures

    Bengio, Yoshua (et al.)

    Pages 18-36

  • Optimal Estimation

    Rissanen, Jorma

    Pages 37-37

  • Learning from Label Preferences

    Hüllermeier, Eyke (et al.)

    Pages 38-38

Buy this book

eBook $74.99
price for USA (gross)
  • ISBN 978-3-642-24412-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-642-24411-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Algorithmic Learning Theory
Book Subtitle
22nd International Conference, ALT 2011, Espoo, Finland, October 5-7, 2011, Proceedings
Editors
  • Jyriki Kivinen
  • Csaba Szepesvári
  • Esko Ukkonen
  • Thomas Zeugmann
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6925
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-24412-4
DOI
10.1007/978-3-642-24412-4
Softcover ISBN
978-3-642-24411-7
Edition Number
1
Number of Pages
XIII, 453
Topics