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TitleAdaptive agents and multi-agent systems, adaptation and multi-agent learning / Eduardo Alonso, Daniel Kudenko, Dimitar Kazakov (eds.)
Imprint Berlin : Springer, 2003
Descript x, 322 p. : ill. ; 24 cm

CONTENT

Cooperative Multiagent Learning / Enric Plaza, Santiago Ontanon -- Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems / Spiros Kapetanakis, Daniel Kudenko, Malcolm J. A. Strens -- Cooperative Learning Using Advice Exchange / Luis Nunes, Eugenio Oliveira -- Environmental Risk, Cooperation, and Communication Complexity / Peter Andras, Gilbert Roberts, John Lazarus -- Multiagent Learning for Open Systems: A Study in Opponent Classification / Michael Rovatsos, Gerhard Weiss, Marco Wolf -- Situated Cognition and the Role of Multi-agent Models in Explaining Language Structure / Henry Brighton, Simon Kirby, Kenny Smith -- Adapting Populations of Agents / Philippe De Wilde ... [et al.] -- The Evolution of Communication Systems by Adaptive Agents / Luc Steels -- An Agent Architecture to Design Self-Organizing Collectives: Principles and Application / Gauthier Picard, Marie-Pierre Gleizes -- Evolving Preferences among Emergent Groups of Agents / Paul Marrow ... [et al.] -- Structuring Agents for Adaptation / Sander van Splunter, Niek J. E. Wijngaards, Frances M. T. Brazier -- Stochastic Simulation of Inherited Kinship-Driven Altruism / Heather Turner, Dimitar Kazakov -- Learning in Multiagent Systems: An Introduction from a Game-Theoretic Perspective / Jose M. Vidal -- The Implications of Philosophical Foundations for Knowledge Representation and Learning in Agents / N. Lacey, M. H. Lee -- Using Cognition and Learning to Improve Agents' Reactions / Pedro Rafael Graca, Graca Gaspar -- TTree: Tree-Based State Generalization with Temporally Abstract Actions / William T. B. Uther, Manuela M. Veloso -- Using Landscape Theory to Measure Learning Difficulty for Adaptive Agents / Christopher H. Brooks, Edmund H. Durfee -- Relational Reinforcement Learning for Agents in Worlds with Objects / Saso Dzeroski


Intelligent agents (Computer software) Artificial intelligence

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