Coordination in Multi-Agent Systems
Coordination Technology in Task-Oriented Environments
Coordination, as an art of managing interdependency among activities, will be extensively studied in this book under the multi-agent system paradigm. To model the information essential to agent coordination, this book proposes a Fuzzy Subjective Task Structure (FSTS) model, through which agent coordination is viewed as a Decision-Theoretic Planning problem, to which reinforcement learning can be applied. Two learning algorithms, coarse-grained and fine-grained are presented to address agent coordination at two different levels. The coarse-grained algorithm operates at one level and tackles hard system constraints, while the fine-grained at…
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Produktdetails
- ISBN: 978-3-8383-0723-7
- EAN: 9783838307237
- Produktnummer: 37827180
- Verlag: LAP Lambert Academic Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2010
- Seitenangabe: 196 S.
- Masse: H22.0 cm x B15.0 cm x D1.2 cm 310 g
- Abbildungen: Paperback
- Gewicht: 310
Über den Autor
Dr. Gang Chen obtained his PhD degree from Nanyang Technological University (NTU) Singapore in 2006. He is currently a visiting assistant professor at NTU. He has research interests in various aspects of distributed systems, including multi-agent systems, peer-to-peer overlay networks, and semantic web technology.
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