Learning and Adaption in Multi-Agent Systems First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers /

This book contains selected and revised papers of the International Workshop on Lea- ing and Adaptation in Multi-Agent Systems (LAMAS 2005), held at the AAMAS 2005 Conference in Utrecht, The Netherlands, July 26. An important aspect in multi-agent systems (MASs) is that the environment evolves over...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Tuyls, Karl (Editor ), 't Hoen, Pieter Jan (Editor ), Verbeeck, Katja (Editor ), Sen, Sandip (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Lecture Notes in Artificial Intelligence, 3898
Temas:
Artificial intelligence.
Computer networks .
Artificial Intelligence.
Computer Communication Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An Overview of Cooperative and Competitive Multiagent Learning
  • Multi-robot Learning for Continuous Area Sweeping
  • Learning Automata as a Basis for Multi Agent Reinforcement Learning
  • Learning Pareto-optimal Solutions in 2x2 Conflict Games
  • Unifying Convergence and No-Regret in Multiagent Learning
  • Implicit Coordination in a Network of Social Drivers: The Role of Information in a Commuting Scenario
  • Multiagent Traffic Management: Opportunities for Multiagent Learning
  • Dealing with Errors in a Cooperative Multi-agent Learning System
  • The Success and Failure of Tag-Mediated Evolution of Cooperation
  • An Adaptive Approach for the Exploration-Exploitation Dilemma and Its Application to Economic Systems
  • Efficient Reward Functions for Adaptive Multi-rover Systems
  • Multi-agent Relational Reinforcement Learning
  • Multi-type ACO for Light Path Protection.

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