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Lecture Notes in Artificial Intelligence

Adaptive and Learning Agents

AAMAS 2011 International Workshop, ALA 2011, Taipei, Taiwan, May 2, 2011, Revised Selected Papers

Editors: Vrancx, Peter, Knudson, Matthew, Grzes, Marek (Eds.)

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  • ISBN 978-3-642-28499-1
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About this book

This volume constitutes the thoroughly refereed post-conference proceedings of the International Workshop on Adaptive and Learning Agents, ALA 2011, held at the 10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, in Taipei, Taiwan, in May 2011. The 7 revised full papers presented together with 1 invited talk were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on single and multi-agent reinforcement learning, supervised multiagent learning, adaptation and learning in dynamic environments, learning trust and reputation, minority games and agent coordination.

Table of contents (8 chapters)

  • Co-learning Segmentation in Marketplaces

    Robinson, Edward (et al.)

    Pages 1-20

  • Reinforcement Learning Transfer via Common Subspaces

    Ammar, Haitham Bou (et al.)

    Pages 21-36

  • A Convergent Multiagent Reinforcement Learning Approach for a Subclass of Cooperative Stochastic Games

    Kemmerich, Thomas (et al.)

    Pages 37-53

  • Multi-agent Reinforcement Learning for Simulating Pedestrian Navigation

    Martinez-Gil, Francisco (et al.)

    Pages 54-69

  • Leveraging Domain Knowledge to Learn Normative Behavior: A Bayesian Approach

    Hosseini, Hadi (et al.)

    Pages 70-84

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-28499-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA
  • ISBN 978-3-642-28498-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive and Learning Agents
Book Subtitle
AAMAS 2011 International Workshop, ALA 2011, Taipei, Taiwan, May 2, 2011, Revised Selected Papers
Editors
  • Peter Vrancx
  • Matthew Knudson
  • Marek Grzes
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7113
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-28499-1
DOI
10.1007/978-3-642-28499-1
Softcover ISBN
978-3-642-28498-4
Edition Number
1
Number of Pages
VII, 135
Topics