Learning and Adaption in Multi-Agent Systems

First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers

Editors:

ISBN: 978-3-540-33053-0 (Print) 978-3-540-33059-2 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages -

  2. No Access

    Book Chapter

    Pages 1-46

    An Overview of Cooperative and Competitive Multiagent Learning

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    Book Chapter

    Pages 47-70

    Multi-robot Learning for Continuous Area Sweeping

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    Book Chapter

    Pages 71-85

    Learning Automata as a Basis for Multi Agent Reinforcement Learning

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    Book Chapter

    Pages 86-99

    Learning Pareto-optimal Solutions in 2x2 Conflict Games

  6. No Access

    Book Chapter

    Pages 100-114

    Unifying Convergence and No-Regret in Multiagent Learning

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    Book Chapter

    Pages 115-128

    Implicit Coordination in a Network of Social Drivers: The Role of Information in a Commuting Scenario

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    Book Chapter

    Pages 129-138

    Multiagent Traffic Management: Opportunities for Multiagent Learning

  9. No Access

    Book Chapter

    Pages 139-154

    Dealing with Errors in a Cooperative Multi-agent Learning System

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    Book Chapter

    Pages 155-164

    The Success and Failure of Tag-Mediated Evolution of Cooperation

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    Book Chapter

    Pages 165-176

    An Adaptive Approach for the Exploration-Exploitation Dilemma and Its Application to Economic Systems

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    Book Chapter

    Pages 177-191

    Efficient Reward Functions for Adaptive Multi-rover Systems

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    Book Chapter

    Pages 192-206

    Multi-agent Relational Reinforcement Learning

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    Book Chapter

    Pages 207-215

    Multi-type ACO for Light Path Protection

  15. Back Matter

    Pages -