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Coordination of Large-Scale Multiagent Systems - Paul Scerri; Régis Vincent; Roger T. Mailler
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Coordination of Large-Scale Multiagent Systems
Auteur:
Titre:
ISBN:

9780387279725

Informations détaillées sur le livre - Coordination of Large-Scale Multiagent Systems


EAN (ISBN-13): 9780387279725
Date de parution: 2006
Editeur: Springer-Verlag GmbH
352 Pages
Langue: eng/Englisch

Livre dans la base de données depuis 2007-07-29T14:42:27+02:00 (Zurich)
Page de détail modifiée en dernier sur 2024-01-15T18:25:33+01:00 (Zurich)
ISBN/EAN: 9780387279725

ISBN - Autres types d'écriture:
978-0-387-27972-5
Autres types d'écriture et termes associés:
Auteur du livre: paul vincent, sce, mailler, scerri
Titre du livre: systems art, multiagent, large scale

Données de l'éditeur

Auteur: Paul Scerri; Régis Vincent; Roger T. Mailler
Titre: Coordination of Large-Scale Multiagent Systems
Editeur: Springer; Springer US
352 Pages
Date de parution: 2006-03-14
New York; NY; US
Langue: Anglais
149,79 € (DE)
154,00 € (AT)
177,00 CHF (CH)
Available
VIII, 352 p. 15 illus.

EA; E107; eBook; Nonbooks, PBS / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Automat; Multi-agent system; Scala; agents; algorithms; game theory; learning; optimization; robot; C; Artificial Intelligence; Theory of Computation; Formal Languages and Automata Theory; Software Engineering; Computer Science; Theoretische Informatik; Software Engineering; BB

Challenges arise when the size of a group of cooperating agents is scaled to hundreds or thousands of members. In domains such as space exploration, military and disaster response, groups of this size (or larger) are required to achieve extremely complex, distributed goals. To effectively and efficiently achieve their goals, members of a group need to cohesively follow a joint course of action while remaining flexible to unforeseen developments in the environment. Coordination of Large-Scale Multiagent Systems provides extensive coverage of the latest research and novel solutions being developed in the field. It describes specific systems, such as SERSE and WIZER, as well as general approaches based on game theory, optimization and other more theoretical frameworks. The book is comprised of several distinct topic areas, addressing: Effects of Scaling Coordination The Effects of Locality and Asymmetry in Large-Scale Multiagent MDPs A Study of Scalability Properties in Robotic Teams Comparing Three Approaches to Large-Scale Coordination Scaling Existing Coordination Approaches Decentralized Partner Finding in Multi-Agent Systems Distributed Coordination of an Agent Society Based on Obligations and Commitments to Negotiated Agreements A Family of Graphical-Game-Based Algorithms for Distributed Constraint Optimization Problems Key-Based Coordination Strategies: Scalability Issues Designing Agent Utilities for Coordinated, Scalable and Robust Multi-Agent Systems New Approaches for Large Scale Coordination Learning Scalable Coaltion Formation in an Organizational Content Multi-Agent Coordination in Open Environments Mobile Agents WIZER: Automated Model Improvement in Multi-Agent Social-Network Systems Robustness and Flexibility in Large-Scale Multi-Agent Systems Handling Coordination Failures in Large-Scale Multi-Agent Systems Towards Flexible Coordination of Large Scale Multi-Agent Teams Techniques for Robust Planning in Degradable Multiagent Systems   This volume will be of interest to researchers in academia and industry, as well as advanced-level students. Represented here are the initial steps taken towards revolutionizing systems of large scale coordination for immediate and future challenges.
Provides extensive coverage of the latest research and novel solutions being developed in the field of multi-agent systems (MAS) Contributing authors are leaders in the multi-agent and multi-robot communities Groundbreaking research aims to establish a sound theoretical and experimental basis for coordinating many agents;
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