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Lecture Notes in Artificial Intelligence

Adaptive Learning Agents

Second Workshop, ALA 2009, Held as Part of the AAMAS 2009 Conference in Budapest, Hungary, May 12, 2009. Revised Selected Papers

Editors: Taylor, Matthew, Tuyls, Karl (Eds.)

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About this book

ThisbookpresentsselectedandrevisedpapersoftheSecondWorkshoponAd- tive and Learning Agents 2009 (ALA-09), held at the AAMAS 2009 conference in Budapest, Hungary, May 12. The goalof ALA is to provide an interdisciplinaryforum for scientists from a variety of ?elds such as computer science, biology, game theory and economics. This year’s edition of ALA was the second after the merger of the former wo- shops ALAMAS and ALAg. In 2008 this joint workshop was organized for the ?rst time under the ?ag of both events. ALAMAS was a yearly returning Eu- pean workshop on adaptive and learning agents and multi-agent systems (held eight times). ALAg was the international workshop on adaptive and learning agents, which was usually held at AAMAS. To increase the strength, visibility and quality of the workshop it was decided to merge both workshops under the ?ag of ALA and to set up a Steering Committee as an organizational backbone. This book contains six papers presented during the workshop, which were carefully selected after an additional review round in the summer of 2009. We therefore wish to explicitly thank the members of the Program Committee for the quality and sincerity of their e?orts and service. Furthermore we would like to thank all the members of the senior Steering Committee for making this workshop possible and supporting it with sound advice. We also thank the AAMAS conference for providing us a platform for holding this event. Finally we also wish to thank all authors who responded to our call-for-papers with interesting contributions.

Table of contents (8 chapters)

Table of contents (8 chapters)
  • Abstraction and Generalization in Reinforcement Learning: A Summary and Framework

    Pages 1-32

    Ponsen, Marc (et al.)

  • The Effects of Evolved Sociability in a Commons Dilemma

    Pages 33-48

    Howley, Enda (et al.)

  • Replicator Dynamics for Multi-agent Learning: An Orthogonal Approach

    Pages 49-59

    Kaisers, Michael (et al.)

  • Decentralized Learning in Wireless Sensor Networks

    Pages 60-73

    Mihaylov, Mihail (et al.)

  • Recursive Adaptation of Stepsize Parameter for Non-stationary Environments

    Pages 74-90

    Noda, Itsuki

Buy this book

eBook $74.99
price for USA in USD (gross)
  • ISBN 978-3-642-11814-2
  • 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 in USD
  • ISBN 978-3-642-11813-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive Learning Agents
Book Subtitle
Second Workshop, ALA 2009, Held as Part of the AAMAS 2009 Conference in Budapest, Hungary, May 12, 2009. Revised Selected Papers
Editors
  • Matthew Taylor
  • Karl Tuyls
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5924
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-11814-2
DOI
10.1007/978-3-642-11814-2
Softcover ISBN
978-3-642-11813-5
Edition Number
1
Number of Pages
154
Number of Illustrations
70 b/w illustrations
Topics

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