Algorithmic Learning Theory 22nd International Conference, ALT 2011, Espoo, Finland, October 5-7, 2011. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Kivinen, Jyrki (Editor), Szepesvári, Csaba (Editor), Ukkonen, Esko (Editor), Zeugmann, Thomas (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Lecture Notes in Computer Science, 6925
• Subjects: Computer science.; Computers.; Algorithms.; Computer logic.; Mathematical logic.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Mathematical Logic and Formal Languages.; Algorithm Analysis and Problem Complexity.; Computation by Abstract Devices.; Logics and Meanings of Programs.; Information Systems Applications (incl. Internet).
• Physical Description: XIII, 453 p. online resource.
• ISBN: 9783642244124
• ISSN: 0302-9743 ;

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.