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Conference ALA 2009 (2009 : Budapest, Hungary)
Title Adaptive and learning agents : Second Workshop, ALA 2009, Held as Part of the AAMAS 2009 Conference in Budapest, Hungary, May 12, 2009. Revised Selected Papers / Matthew E. Taylor, Karl Tuyls (Eds.).
Imprint Berlin ; Heidelberg : Springer, 2010.

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Conference ALA 2009 (2009 : Budapest, Hungary)
Series Lecture notes in artificial intelligence ; 5924
Lecture notes in computer science
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence ; 5924.
LNCS sublibrary. SL 7, Artificial intelligence.
Subject Machine learning -- Congresses.
Intelligent agents (Computer software) -- Congresses.
Self-organizing systems -- Congresses.
Artificial Intelligence.
Alt Name Taylor, Matthew E.
Tuyls, Karl.
Description 1 online resource (vi, 140 pages) : color illustrations.
polychrome rdacc
Bibliography Note Includes bibliographical references and author index.
Contents Abstraction and generalization in reinforcement learning : a summary and framework / Marc Ponsen, Matthew E. Taylor, and Karl Tuyls -- The effects of evolved sociability in a commons dilemma / Enda Howley and Jim Duggan -- Replicator dynamics for multi-agent learning : an orthogonal approach / Michael Kaisers and Karl Tuyls -- Decentralized learning in wireless sensor networks / Mihail Mihaylov, Karl Tuyls, and Ann Nowe -- Recursive adaptation of stepsize parameter for non-stationary environments / Itsuki Noda -- Multiagent reinforcement learning model for the emergence of common property and transhumance in sub-Saharan Africa / Balazs Pinter, Akos Bontovics, and Andras Lorincz -- Learning to locate trading partners in agent networks / John Porter, Kuheli Chakraborty, and Sandip Sen -- Coordinating learning agents for multiple resource job scheduling / Kagan Tumer and John Lawson.
Summary This volume constitutes the thoroughly refereed post-conference proceedings of the Second Workshop on Adaptive and Learning Agents, ALA 2009, held as part of the AAMAS 2009 conference in Budapest, Hungary, in May 2009. The 8 revised full papers presented were carefully reviewed and selected from numerous submissions. They cover a variety of themes: single and multi-agent reinforcement learning, the evolution and emergence of cooperation in agent systems, sensor networks and coordination in multi-resource job scheduling.
Note Print version record.
ISBN 9783642118142
ISBN/ISSN 10.1007/978-3-642-11814-2
OCLC # 663096340
Additional Format Print version: Adaptive and learning agents. Berlin : Springer, 2010 9783642118135 (DLC) 2010921153 (OCoLC)643339249

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