Willkommen, schön sind Sie da!
Logo Ex Libris

Adaptive Agents and Multi-Agent Systems

  • E-Book (pdf)
  • 330 Seiten
(0) Erste Bewertung abgeben
Bewertungen
(0)
(0)
(0)
(0)
(0)
Alle Bewertungen ansehen
Adaptive Agents and Multi-Agent Systems is an emerging and exciting interdisciplinary area of research and development involving ... Weiterlesen
E-Books ganz einfach mit der kostenlosen Ex Libris-Reader-App lesen. Hiererhalten Sie Ihren Download-Link.
CHF 100.00
Download steht sofort bereit
Informationen zu E-Books
E-Books eignen sich auch für mobile Geräte (sehen Sie dazu die Anleitungen).
E-Books von Ex Libris sind mit Adobe DRM kopiergeschützt: Erfahren Sie mehr.
Weitere Informationen finden Sie hier.
Bestellung & Lieferung in eine Filiale möglich

Beschreibung

Adaptive Agents and Multi-Agent Systems is an emerging and exciting interdisciplinary area of research and development involving artificial intelligence, computer science, software engineering, and developmental biology, as well as cognitive and social science.

This book surveys the state of the art in this emerging field by drawing together thoroughly selected reviewed papers from two related workshops; as well as papers by leading researchers specifically solicited for this book. The articles are organized into topical sections on

- learning, cooperation, and communication

- emergence and evolution in multi-agent systems

- theoretical foundations of adaptive agents



Inhalt

Learning, Co-operation, and Communication.- Cooperative Multiagent Learning.- Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems.- Cooperative Learning Using Advice Exchange.- Environmental Risk, Cooperation, and Communication Complexity.- Multiagent Learning for Open Systems: A Study in Opponent Classification.- Situated Cognition and the Role of Multi-agent Models in Explaining Language Structure.- Emergence and Evolution in Multi-agent Systems.- Adapting Populations of Agents.- The Evolution of Communication Systems by Adaptive Agents.- An Agent Architecture to Design Self-Organizing Collectives: Principles and Application.- Evolving Preferences among Emergent Groups of Agents.- Structuring Agents for Adaptation.- Stochastic Simulation of Inherited Kinship-Driven Altruism.- Theoretical Foundations of Adaptive Agents.- Learning in Multiagent Systems: An Introduction from a Game-Theoretic Perspective.- The Implications of Philosophical Foundations for Knowledge Representation and Learning in Agents.- Using Cognition and Learning to Improve Agents' Reactions.- TTree: Tree-Based State Generalization with Temporally Abstract Actions.- Using Landscape Theory to Measure Learning Difficulty for Adaptive Agents.- Relational Reinforcement Learning for Agents in Worlds with Objects.

Produktinformationen

Titel: Adaptive Agents and Multi-Agent Systems
Untertitel: Adaptation and Multi-Agent Learning
Editor:
EAN: 9783540448266
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 330
Veröffentlichung: 03.08.2003
Dateigrösse: 4.9 MB

Weitere Bände aus der Buchreihe "Lecture Notes in Artificial Intelligence"