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VDM Verlag Spieltheoretische Lernansätze: Untersuchung und Vergleich verschiedenartiger spieltheoretischer Lernansätze in Multiagentensystemen

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Description

Einen Schwerpunkt in der Multiagentensystem-Forschung stellen Kooperations- und Koordinationsprobleme dar, die unter anderem mit adaptiven spieltheoretisch orientierten Ansätzen bearbeitet und untersucht werden. Ziel der Arbeit ist es, einen Überblick über bisher in der Literatur veröffentlichte spieltheoretische Ansätze zur Lösung kooperativer und koordinativer Spiele zu geben, diese in einem Multiagentensystem zu implementieren und anhand von Simulationen zu miteinander vergleichen.Viele der bekannten spieltheoretischen Ansätze funktionieren nachweislich mit einer geringen Anzahl beteiligter Spieler. Im Vergleich der unterschiedlichen Ansätze wird deren Skalierungsfähigkeit hervorgehoben, um so das Verhalten und die Effektivität der Lernansätze bei einer größeren Spieleranzahl genau zu untersuchen.Resultierend aus den Ergebnissen der vorgestellten Ansätze, wird ein ausgewählter Ansatz erweitert, um dessen Leistungsfähigkeit zu erhöhen. Die Verbesserungsvorschläge betreffen sowohl die Performanz als auch die Skalierbarkeit beim Umgang mit mehr als zwei Spielern.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
08 July 2008
Listed Since
23 March 2010

Barcode

No barcode data available

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